Blue Collar Jobs Safe From AI [Mar 2026]

Updated March 2026 Based on 3649 roles assessed JobZone Score Methodology v3
Are Blue Collar Jobs Safe From AI?

If you work with your hands, the data is firmly in your corner. Across 🇺🇸 39.5M US workers in blue-collar roles, 29% are in structurally safe GREEN zone positions — resistant to AI displacement for five years and beyond. We scored 932 roles across trades, manufacturing, agriculture, transportation, and utilities, with a combined average JobZone Score of 46.3 out of 100.

The reason is physical. AI and robotics struggle with unpredictable environments, manual dexterity, spatial reasoning, and hands-on problem-solving in the real world. A plumber crawling under a house, an electrician troubleshooting a live panel, a welder joining irregular steel — these tasks demand physical adaptability no current AI system can replicate. Below, we break down every blue collar domain so you can see exactly where your role fits.

🇺🇸 39.5M
US workers in blue-collar
29%
in GREEN zone
492/932
roles GREEN zone
🇺🇸 US Workforce Distribution: 39.5M Blue-Collar Workers
11.3M
26.3M
2.0M
GREEN 29% (11.3M) YELLOW 67% (26.3M) RED 5% (2.0M)
Based on BLS employment data · 932 roles across 6 domains

All 932 Blue Collar Roles Ranked

Ranked by JobZone Score (highest resistance first). Each role links to its full assessment.

# Role Score
1 Electrical Power-Line Installer and Repairer (Mid-Level) 91.6 /100
2 Signalling Tester In Charge / STIC (Mid-Level) 87.7 /100
3 Leadworker (Mid-Level) 83.7 /100
4 Heat Pump Installer (Mid-Level) 83.5 /100
5 CCS Engineer (Control Command & Signalling) (Mid-Level) 83.2 /100
6 Electrician (Journey-Level) 82.9 /100
7 Master Leather Craftsman (Mid-to-Senior) 82.4 /100
8 Cladding Installer (Mid-Level) 81.7 /100
9 Cable Jointer (Mid-Level) 81.7 /100
10 Plumber (Journey-Level) 81.4 /100
11 Commercial Plumber (Mid-Level) 81.4 /100
12 Gondolier (Mid-Level) 80.8 /100
13 Curtain Walling Installer (Mid-Level) 80.7 /100
14 Leather Goods Artisan (Mid-Level) 80.2 /100
15 Fibre Optic Splicer (Mid-Level) 79.3 /100
16 Roof Slater (Mid-Level) 79.1 /100
17 EV Charger Installer (Mid-Level) 78.8 /100
18 Banksman (Mid-Level) 78.4 /100
19 Heritage / Conservation Mason (Mid-Level) 78.4 /100
20 Lime Plasterer (Mid-Level) 78.0 /100
21 Master Horologist (Senior) 77.9 /100
22 Passive Fire Protection Installer (Mid-Level) 77.8 /100
23 Coded Welder — Pipe (Mid-Level) 77.6 /100
24 Air Conditioning Installer (Mid-Level) 77.3 /100
25 Pipefitter / Steamfitter (Mid-Level) 76.9 /100
26 Wind Turbine Service Technician (Mid-Level) 76.9 /100
27 Sprinkler Fitter — Fire Protection (Mid-Level) 76.7 /100
28 Harbour Pilot (Mid-to-Senior) 76.7 /100
29 Roofer (Mid-Level) 76.6 /100
30 Aircraft Composite Repair Technician (Mid-Level) 75.8 /100
31 Lime Mortar Specialist (Mid-Level) 75.7 /100
32 Superyacht Deckhand (Entry-Level) 75.5 /100
33 Sushi Master / Itamae (Mid-to-Senior) 75.5 /100
34 Master Cutter (Mid-to-Senior) 75.4 /100
35 Stained Glass Artist (Mid-Level) 75.4 /100
36 Street Lighting Electrician (Mid-Level) 75.3 /100
37 HVAC Mechanic/Installer (Mid-Level) 75.3 /100
38 Fire Door Installer (Mid-Level) 75.1 /100
39 Tree Surgeon / Arborist (Mid-Level) 74.9 /100
40 Coxswain (RNLI) (Mid-Level) 74.8 /100
41 Conveyor Belt Splicer (Mid-Level) 74.6 /100
42 Heritage Stonemason (Mid-Level) 74.5 /100
43 Guttering and Roofline Installer (Mid-Level) 74.3 /100
44 Heritage Railway Engineer (Mid-Level) 74.3 /100
45 Bathroom Fitter (Mid-Level) 74.0 /100
46 Dry Stone Waller (Mid-Level) 73.8 /100
47 SMR Operations Engineer (Mid-Level) 73.6 /100
48 Airport Fire Officer / ARFF Firefighter (Mid-Level) 73.5 /100
49 Heritage Carpenter / Joiner (Mid-Level) 73.4 /100
50 Vehicle Recovery Operator (Mid-Level) 73.4 /100
51 Cruise Ship Entertainer (Mid-Level) 73.4 /100
52 Flat Roofer — Single Ply / Felt (Mid-Level) 73.1 /100
53 Stove Installer (HETAS) (Mid-Level) 73.0 /100
54 Balloon Pilot (Mid-Level) 72.9 /100
55 Curtain Wall Installer (Mid-Level) 72.8 /100
56 Overhead Line Engineer — Railway (Mid-Level) 72.8 /100
57 Overhead Line Engineer — Railway (Mid-Level) 72.8 /100
58 Heritage Restoration Specialist (Mid-Level) 72.1 /100
59 Rig Medic / Offshore Medic (Mid-Level) 72.1 /100
60 Aesthetic Practitioner (Mid-Senior) 72.1 /100
61 Fibrous Plasterer (Mid-Level) 72.0 /100
62 Master Watchmaker / Horologist (Mid-to-Senior) 72.0 /100
63 Yacht Bosun (Mid-Level) 72.0 /100
64 Gas Mains Layer (Mid-Level) 71.6 /100
65 Heritage Maintenance Technician (Mid-Level) 71.6 /100
66 Spray Foam Insulation Installer (Mid-Level) 71.5 /100
67 Scaffolder (Mid-Level) 71.5 /100
68 Aboriginal / Indigenous Ranger (Mid-Level) 71.5 /100
69 Bespoke Tailor (Mid-Level) 71.4 /100
70 Structural Iron and Steel Workers (Mid-Level) 71.4 /100
71 Refrigeration Technician (Mid-Level) 71.4 /100
72 Steel Erector (Mid-Level) 71.4 /100
73 Underwater Welder / Hyperbaric Welder (Mid-Level) 71.3 /100
74 Industrial Roofing Operative (Mid-Level) 71.3 /100
75 Ground Source Drilling Operative (Mid-Level) 71.3 /100
76 Substation Technician (Mid-Level) 71.3 /100
77 Duct Layer — Telecoms (Mid-Level) 71.0 /100
78 Gritter Driver (Mid-Level) 70.8 /100
79 Flue Liner Installer (Mid-Level) 70.7 /100
80 Expedition Leader (Mid-to-Senior) 70.7 /100
81 Steeplejack (Mid-Level) 70.6 /100
82 Resin Flooring Installer (Mid-Level) 70.6 /100
83 Radio, Cellular, and Tower Equipment Installer and Repairer (Mid-Level) 70.6 /100
84 Renderer (Mid-Level) 70.6 /100
85 Cell Tower Technician (Mid-Level) 70.6 /100
86 Radio, Cellular, and Tower Equipment Installer and Repairer (Mid-Level) 70.6 /100
87 Telecommunications Line Installer and Repairer (Mid-Level) 70.6 /100
88 Heat Pump Commissioning Engineer (Mid-Level) 70.5 /100
89 Private Chef (Mid-to-Senior) 70.4 /100
90 Aircraft Mechanic and Service Technician (Mid-Level) 70.3 /100
91 Flight Test Pilot (Mid-Level) 70.3 /100
92 Bespoke Footwear Technician (Mid-Level) 70.2 /100
93 Airline Pilot (Mid-to-Senior Captain/First Officer) 70.1 /100
94 Ductwork Installer (Mid-Level) 70.0 /100
95 Aircraft Sheet Metal Worker (Mid-Level) 70.0 /100
96 Utilities Field Services Engineer (Mid-Level) 70.0 /100
97 Multi-Skilled Maintenance Operative (Mid-Level) 69.8 /100
98 Elevator and Escalator Installer and Repairer (Mid-Level) 69.8 /100
99 Air Traffic Controller (Mid-Level) 69.8 /100
100 Skip Hire Driver (Mid-Level) 69.8 /100
101 Lightning Protection Engineer (Mid-Level) 69.7 /100
102 Green Roof Installer (Mid-Level) 69.7 /100
103 Fire Extinguisher Technician (Mid-Level) 69.5 /100
104 Solar Panel Installer / Solar PV Installer (Mid-Level) 69.5 /100
105 Spa Therapist (Mid-Level) 69.5 /100
106 Loft Conversion Specialist (Mid-Level) 69.4 /100
107 Bookbinder (Craft/Artisan) (Mid-Level) 69.4 /100
108 Stained Glass Restorer (Mid-Level) 69.1 /100
109 TIG Welder — Aerospace/Precision (Mid-Level) 69.1 /100
110 Water Network Technician (Mid-Level) 69.1 /100
111 Battery Storage Technician (Mid-Level) 69.0 /100
112 Industrial Abseiler / Rope Access Technician (Mid-Level) 68.9 /100
113 Roller Shutter Engineer (Mid-Level) 68.9 /100
114 Solar Photovoltaic Installer (Mid-Level) 68.6 /100
115 Master Engraver (Mid-to-Senior) 68.6 /100
116 Smart Repair Technician / PDR Specialist (Mid-Level) 68.6 /100
117 Floor Screeder (Mid-Level) 68.6 /100
118 Couture Seamstress / Petite Main (Mid-Level) 68.6 /100
119 Gully Emptier Operator (Mid-Level) 68.6 /100
120 Intruder Alarm Installer (Mid-Level) 68.5 /100
121 Nuclear Power Reactor Operator (Mid-Level) 68.5 /100
122 Funeral Care Operative (Mid-Level) 68.5 /100
123 Wheelwright (Mid-Level) 68.3 /100
124 Saddler (Mid-Level) 68.3 /100
125 Structural Waterproofing Installer (Mid-Level) 68.2 /100
126 Transmission Technician (Mid-Level) 68.1 /100
127 Marquee Erector (Mid-Level) 68.0 /100
128 Signalling Tester (Mid-Level) 68.0 /100
129 Crane Technician (Mid-Level) 67.8 /100
130 Sand Sculptor (Mid-Level) 67.8 /100
131 Traffic Marshal (Mid-Level) 67.7 /100
132 Insulation Worker, Mechanical (Mid-Level) 67.6 /100
133 Underfloor Heating Installer (Mid-Level) 67.6 /100
134 Ceiling Fixer (Mid-Level) 67.6 /100
135 Wind Farm Technician (Mid-Level) 67.6 /100
136 Gilder (Mid-Level) 67.5 /100
137 Gas Distribution Engineer (Mid-Level) 67.5 /100
138 Diesel Mechanic / HGV Technician (Mid-Level) 67.4 /100
139 Water Mains Layer (Mid-Level) 67.4 /100
140 Cement Mason and Concrete Finisher (Mid-Level) 67.3 /100
141 Cavity Wall Insulation Installer (Mid-Level) 67.3 /100
142 Brow Artist (Mid-Level) 67.3 /100
143 Site Fitter (Mid-Level) 67.2 /100
144 Coachbuilder (Mid-Level) 67.2 /100
145 Glazier (Mid-Level) 67.2 /100
146 EV Charging Infrastructure Technician (Mid-Level) 67.2 /100
147 Manufactured Building and Mobile Home Installer (Mid-Level) 67.0 /100
148 Floor Layer, Except Carpet, Wood, and Hard Tiles (Mid-Level) 67.0 /100
149 Sewer Rehabilitation Operative (Mid-Level) 66.9 /100
150 Millwright (Mid-Level) 66.9 /100
151 Sheet Metal Worker (Mid-Level) 66.9 /100
152 EV Technician (Automotive) (Mid-Level) 66.8 /100
153 Memorial Mason (Mid-Level) 66.7 /100
154 Bow Maker / Archetier (Mid-Level) 66.7 /100
155 Paint Protection Film Installer / PPF Installer (Mid-Level) 66.7 /100
156 Flight Attendant (Mid-Level) 66.7 /100
157 Satellite Communications Technician (Mid-Level) 66.7 /100
158 Engine Overhaul Technician — Aircraft MRO (Mid-Level) 66.5 /100
159 Composite Repair Technician -- Aviation (Mid-Level) 66.5 /100
160 Yacht Captain (Mid-to-Senior) 66.5 /100
161 Piano Rebuilder (Mid-Level) 66.4 /100
162 Lift Engineer (Mid-Level) 66.4 /100
163 Firestopping Surveyor (Mid-Level) 66.3 /100
164 Helicopter Pilot (Mid-Level) 66.3 /100
165 Marine Hotel Director (Mid-to-Senior) 66.2 /100
166 Hospital Estates Operative (Mid-Level) 66.1 /100
167 Yacht Chef (Mid-Senior) 66.1 /100
168 Lash Technician (Mid-Level) 66.1 /100
169 Reinforcing Iron and Rebar Workers (Mid-Level) 65.9 /100
170 Carbon Capture Technician (Mid-Level) 65.8 /100
171 Automatic Gate Installer (Mid-Level) 65.7 /100
172 Commercial Kitchen Extract Cleaner (Mid-Level) 65.6 /100
173 Orbital Welder (Mid-Level) 65.6 /100
174 Building Surveyor -- RICS Chartered (Mid-Level) 65.6 /100
175 Platform Lift Service Engineer (Mid-Level) 65.6 /100
176 Kitchen Fitter (Mid-Level) 65.6 /100
177 Exhibition Stand Builder (Mid-Level) 65.6 /100
178 S&T Maintenance Technician (Mid-Level) 65.6 /100
179 HVAC Controls Technician (Mid-Level) 65.6 /100
180 Cellar Technician / Beer Dispense Technician (Mid-Level) 65.6 /100
181 Track Worker / Plate Layer (Mid-Level) 65.6 /100
182 Pushback Driver (Mid-Level) 65.6 /100
183 Bus Driver, School (Mid-Level) 65.5 /100
184 Mobile Mechanic (Mid-Level) 65.4 /100
185 Smoke Alarm and CO Detector Installer (Mid-Level) 65.4 /100
186 Stone Fixer (Mid-Level) 65.4 /100
187 Face Painter (Mid-Level) 65.4 /100
188 Pallbearer (Professional) (Mid-Level) 65.4 /100
189 Plasterer (Mid-Level) 65.3 /100
190 Astronaut (Mid-to-Senior) 65.3 /100
191 Gas Network Technician (Mid-Level) 65.3 /100
192 Permanent Makeup Artist (Mid-Level) 65.3 /100
193 Yacht Engineer (Mid-Level) 65.2 /100
194 Gravestone Conservator (Mid-Level) 65.2 /100
195 Scaffold Inspector (Mid-Level) 65.2 /100
196 Carriage Driver (Mid-Level) 65.2 /100
197 Tow Truck Driver (Mid-Level) 65.2 /100
198 Airside Driver (Mid-Level) 65.2 /100
199 Ship Engineer (Mid-Level) 65.2 /100
200 Security and Fire Alarm Systems Installers (Mid-Level) 65.0 /100
201 Basketmaker (Mid-Level) 64.9 /100
202 Woodturner (Mid-Level) 64.9 /100
203 Pit Crew Member — Motorsport (Mid-Level) 64.8 /100
204 Smart Meter Installer (Mid-Level) 64.8 /100
205 Broadband / FTTP Installation Engineer (Mid-Level) 64.8 /100
206 Composting Site Operative (Mid-Level) 64.7 /100
207 Thatcher (Mid-Level) 64.7 /100
208 Embalmer (Mid-Level) 64.6 /100
209 Window Fitter / Door Installer (Mid-Level) 64.5 /100
210 Asbestos Removal Operative (Mid-Level) 64.5 /100
211 Mechanical Door Repairer (Mid-Level) 64.4 /100
212 Hydrant Technician (Mid-Level) 64.4 /100
213 Terrazzo Worker and Finisher (Mid-Level) 64.3 /100
214 Commercial Diver (Mid-Level) 64.3 /100
215 Pyrotechnics Technician — Theme Parks (Mid-Level) 64.3 /100
216 Landscape Gardener (Mid-Level) 64.3 /100
217 Driving Examiner (Mid-Level) 64.3 /100
218 Electrical/Electronics Repairer, Powerhouse/Substation/Relay (Mid-Level) 64.3 /100
219 Grid Balancing Operator (Mid-Level) 64.3 /100
220 Industrial Carpet Cleaner (Mid-Level) 64.3 /100
221 Gutter Cleaner (Mid-Level) 64.1 /100
222 Dark Ride Maintenance Technician (Mid-Level) 64.1 /100
223 Vehicle Wrapper (Mid-Level) 64.1 /100
224 Insulation Worker, Floor, Ceiling, and Wall (Mid-Level) 64.1 /100
225 Hearse Driver (Mid-Level) 64.1 /100
226 Sauna Master / Aufguss Master (Mid-Level) 64.0 /100
227 Church Organ Tuner (Mid-Level) 63.9 /100
228 Stairlift Installer (Mid-Level) 63.9 /100
229 Classic Car Restorer (Mid-Level) 63.9 /100
230 Ghillie (Mid-Level) 63.9 /100
231 Harbour Master (Mid-Level) 63.9 /100
232 Dry Liner / Partition Fixer (Mid-Level) 63.8 /100
233 Access Control Installer (Mid-Level) 63.7 /100
234 CCTV Installer (Mid-Level) 63.7 /100
235 Auto Detailer (Mid-Level) 63.7 /100
236 Satellite and Aerial Installer (Mid-Level) 63.6 /100
237 Gas Safe Engineer (Mid-Level) 63.6 /100
238 Window Tinter (Mid-Level) 63.5 /100
239 Stump Grinder (Mid-Level) 63.5 /100
240 Organ Builder / Pipe Organ Builder (Mid-Level) 63.5 /100
241 Solar Thermal Installer (Mid-Level) 63.2 /100
242 Damp Proofer (Mid-Level) 63.2 /100
243 Theme Park Ride Technician (Mid-Level) 63.2 /100
244 Wedding Cake Maker (Mid-Level) 63.2 /100
245 Structural Welder (Mid-Level) 63.1 /100
246 Exhaust Fitter (Mid-Level) 63.1 /100
247 Stucco Mason (Mid-Level) 63.1 /100
248 Building Automation / BMS Engineer (Mid-Level) 63.1 /100
249 Carpenter (Mid-Level) 63.1 /100
250 Furniture Restorer (Mid-Level) 63.1 /100
251 Rabbit Controller (Mid-Level) 63.1 /100
252 Ship's Electrician / Marine Electrician (Mid-Level) 63.1 /100
253 Cosmetic Repair Technician (Mid-Level) 63.0 /100
254 Private Butler (Mid-Level) 62.9 /100
255 Rigging Supervisor (Mid-to-Senior) 62.8 /100
256 Cemetery Worker (Entry-to-Mid Level) 62.8 /100
257 Captains, Mates, and Pilots of Water Vessels (Mid-Level) 62.8 /100
258 Oven Cleaner (Mid-Level) 62.8 /100
259 Drain Clearance Operative (Mid-Level) 62.7 /100
260 Fire Alarm Engineer (Mid-Level) 62.7 /100
261 Charter Boat Captain (Mid-Level) 62.7 /100
262 Luthier / Violin Maker (Mid-Level) 62.6 /100
263 Sewing Machine Repairer (Mid-Level) 62.6 /100
264 Landfill Operative (Mid-Level) 62.6 /100
265 Shopfitter (Mid-Level) 62.4 /100
266 Air Duct Cleaning Technician (Mid-Level) 62.4 /100
267 Armourer — Heritage Craft (Mid-Level) 62.4 /100
268 Smart Home Installer (Mid-Level) 62.4 /100
269 Drain Cleaning Engineer (Mid-Level) 62.4 /100
270 Permanent Way Inspector (Mid-Level) 62.4 /100
271 Marine Fitter (Mid-Level) 62.3 /100
272 Telecoms Rigger (Mid-Level) 62.3 /100
273 Marine Fitter (Mid-Level) 62.3 /100
274 Mortician, Undertaker, and Funeral Arranger (Mid-Level) 62.3 /100
275 Commercial Pilot (Mid-to-Senior) 62.2 /100
276 Instrument Technician — Oil & Gas (Mid-Level) 62.2 /100
277 Chocolatier (Mid-Level) 62.1 /100
278 Performance Flying Director / Aerobatic Display Director (Mid-to-Senior) 62.0 /100
279 Cruise Ship Production Manager (Mid-to-Senior) 62.0 /100
280 Pressure Washer / Exterior Cleaner (Mid-Level) 61.9 /100
281 Piano Mover (Mid-Level) 61.9 /100
282 Bus and Truck Mechanic / Diesel Engine Specialist (Mid-Level) 61.8 /100
283 Leather Worker (Mid-Level) 61.8 /100
284 Chimney Sweep (Mid-Level) 61.6 /100
285 Boat Builder (Mid-Level) 61.6 /100
286 Yacht First Officer (Mid-Level) 61.6 /100
287 Airport Bird Scarer / Wildlife Hazard Manager (Mid-Level) 61.6 /100
288 Process Safety Engineer — Oil & Gas (Mid-to-Senior) 61.6 /100
289 SCADA Engineer (Mid-Level) 61.5 /100
290 Pastry Chef (Mid-Senior) 61.5 /100
291 Ventilation Hygiene Engineer (Mid-Level) 61.4 /100
292 Hot Tub Engineer (Mid-Level) 61.4 /100
293 Welding Fabricator (Mid-Level) 61.4 /100
294 Recreational Vehicle Service Technician (Mid-Level) 61.4 /100
295 Falconer (Mid-Level) 61.4 /100
296 Adventure Guide — Cruise (Mid-Level) 61.4 /100
297 District Heating Engineer (Mid-Level) 61.3 /100
298 House Clearance Operative (Mid-Level) 61.2 /100
299 Stateroom Steward — Cruise Ship (Entry-to-Mid) 61.2 /100
300 Cruise Ship Steward (Mid-Level) 61.2 /100
301 Automotive Glass Installer and Repairer (Mid-Level) 61.1 /100
302 Blacksmith (Mid-Level) 61.1 /100
303 Explosives Workers, Ordnance Handling Experts, and Blasters (Mid-Level) 61.1 /100
304 Drywall and Ceiling Tile Installer (Mid-Level) 61.1 /100
305 Harpsichord Maker (Mid-Level) 61.1 /100
306 Removal Worker / Household Mover (Mid-Level) 61.1 /100
307 Pneumatic Systems Technician (Mid-Level) 61.0 /100
308 Alloy Wheel Refurbisher (Mid-Level) 61.0 /100
309 Apartment Maintenance Technician (Mid-Level) 60.9 /100
310 Master Jeweller (Mid-to-Senior) 60.8 /100
311 Interior Landscaper / Indoor Plant Specialist (Mid-Level) 60.8 /100
312 Aircraft Painter (Mid-Level) 60.8 /100
313 Body Piercer (Mid-Level) 60.8 /100
314 Roof Bolters, Mining (Mid-Level) 60.7 /100
315 Rail Dispatcher / Train Controller (Mid-Level) 60.5 /100
316 Marine Surveyor — Classification Society (Mid-Level) 60.5 /100
317 Signal and Track Switch Repairer (Mid-Level) 60.4 /100
318 Reservoir Keeper (Mid-Level) 60.4 /100
319 Tattoo Artist (Mid-Level) 60.4 /100
320 Livestock Auctioneer (Mid-Level) 60.3 /100
321 Fine Dining Server (Mid-Level) 60.3 /100
322 Yacht Stewardess (Mid-Level) 60.3 /100
323 Patient Transport Service Driver (PTS) (Mid-Level) 60.0 /100
324 Skincare Specialist (Mid-Level) 60.0 /100
325 Aircraft Groomer / Cabin Cleaner (Mid-Level) 59.8 /100
326 Bouncy Castle Hire Operator / Inflatable Hire Operator (Mid-Level) 59.8 /100
327 Avionics Technician (Mid-Level) 59.4 /100
328 Cruise Ship Environmental Officer (Mid-Level) 59.4 /100
329 Holiday Park Entertainer (Entry-to-Mid Level) 59.4 /100
330 Beekeeper (Mid-Level) 59.2 /100
331 Horsebox Driver (Mid-Level) 59.2 /100
332 Rail Car Repairer (Mid-Level) 59.2 /100
333 Cooper / Barrel Maker (Mid-Level) 59.1 /100
334 Protection and Relay Technician (Mid-Level) 59.0 /100
335 Racecourse Groundsman (Mid-Level) 58.8 /100
336 Ordinary Seaman (Entry-Level) 58.8 /100
337 Mobile Hairdresser (Mid-Level) 58.8 /100
338 Shot Firer / Blaster — Mining (Mid-Level) 58.7 /100
339 Embroiderer (Mid-Level) 58.4 /100
340 Track Machine Operator (Mid-Level) 58.4 /100
341 Coach Driver (Mid-Level) 58.4 /100
342 Lighthouse Keeper (Mid-Level) 58.4 /100
343 Telecommunications Equipment Installer and Repairer (Mid-Level) 58.4 /100
344 Manicurist and Pedicurist (Mid-Level) 58.4 /100
345 Professional Organiser / Declutter Consultant (Mid-Level) 58.4 /100
346 Barber (Mid-Level) 58.4 /100
347 Lobster Fisherman (Mid-Level) 58.1 /100
348 Tanker Driver (Mid-Level) 58.1 /100
349 Crematory Operator (Mid-Level) 58.0 /100
350 Exercise Trainer and Group Fitness Instructor (Mid-Level) 58.0 /100
351 Aseptic Process Operator (Mid-Level) 57.9 /100
352 Pump Station Engineer (Mid-Level) 57.8 /100
353 Toji / Master Sake Brewer (Senior) 57.6 /100
354 Train Driver, UK Mainline (Mid-Level) 57.6 /100
355 Hairdresser, Hairstylist, and Cosmetologist (Mid-Level) 57.6 /100
356 Shepherd (Mid-Level) 57.4 /100
357 Hair Stylist (Mid-Level) 57.4 /100
358 Vessel Traffic Service Officer (Mid-Level) 57.3 /100
359 Guest Experience Manager — Theme Park (Mid-Level) 57.3 /100
360 Horticultural Therapist (Mid-Level) 57.0 /100
361 Narrowboat Skipper / Canal Boat Operator (Mid-Level) 57.0 /100
362 Hygiene Technician — Food Industry (Mid-Level) 56.9 /100
363 Colour Technician / Hair Colourist (Mid-Level) 56.9 /100
364 Community Transport Driver (Mid-Level) 56.8 /100
365 Upholsterer (Mid-Level) 56.7 /100
366 Sports Turf Manager (Mid-Level) 56.5 /100
367 Car Transporter Driver (Mid-Level) 56.5 /100
368 Fibre Optic Tester (Mid-Level) 56.5 /100
369 Hydroelectric Plant Technician (Mid-Level) 56.3 /100
370 Hydrogen Fuel Cell Technician (Mid-Level) 56.2 /100
371 Manufacturing Business Owner / Factory Owner (Mid-to-Senior) 56.1 /100
372 Aircraft Marshaller (Mid-Level) 56.1 /100
373 Bus Driver, Transit and Intercity (Mid-Level) 56.0 /100
374 Hydrographic Surveyor (Mid-Level) 55.9 /100
375 Radiation Protection Adviser (Mid-Level) 55.7 /100
376 Broadcast Transmission Engineer (Mid-Level) 55.7 /100
377 Trawlerman (Mid-Level) 55.6 /100
378 Pumping Station Operator (Mid-Level) 55.6 /100
379 Turbine Engineer — Gas/Steam (Mid-Level) 55.6 /100
380 Gamekeeper (Mid-Level) 55.5 /100
381 Moving Van Driver (Mid-Level) 55.4 /100
382 Aircraft Interior Refurbisher (Mid-Level) 55.3 /100
383 Paratransit Driver (Mid-Level) 55.3 /100
384 Chef / Head Cook (Mid-to-Senior) 55.3 /100
385 Lock Keeper (Mid-Level) 55.2 /100
386 Funeral Attendant (Mid-Level) 55.2 /100
387 Precision Instrument and Equipment Repairer, All Other (Mid-Level) 55.0 /100
388 Greenkeeper (Mid-Level) 55.0 /100
389 Pizzaiolo (Mid-Level) 54.9 /100
390 Swimming Pool Technician (Mid-Level) 54.6 /100
391 Bosun / Boatswain (Mid-Level) 54.5 /100
392 Motorboat Operators (Mid-Level) 54.5 /100
393 NDT Technician (Mid-Level) 54.4 /100
394 Stationary Engineer and Boiler Operator (Mid-Level) 54.3 /100
395 Farmworker, Farm, Ranch, and Aquacultural Animals (Mid-Level) 54.2 /100
396 Port Operative (Mid-Level) 54.2 /100
397 Anaerobic Digestion Plant Operator (Mid-Level) 54.2 /100
398 Funeral Home Manager (Mid-to-Senior) 54.2 /100
399 Decommissioning Engineer (Mid-Level) 54.1 /100
400 Offshore Installation Manager (Senior) 54.0 /100
401 Sewage Treatment Operator (Mid-Level) 53.9 /100
402 Carbon Capture Plant Operator (Mid-Level) 53.9 /100
403 Master Blender -- Whisky/Spirits (Mid-Senior) 53.8 /100
404 Dock Master (Mid-Level) 53.8 /100
405 Refuse Collection Vehicle Driver (Mid-Level) 53.8 /100
406 LGV Driver Class 2 (C) (Mid-Level) 53.8 /100
407 Subsea Engineer (Mid-Level) 53.8 /100
408 Transmission and Distribution Engineer (Mid-Level) 53.8 /100
409 Tree Trimmer and Pruner (Mid-Level) 53.5 /100
410 Campsite Warden (Mid-Level) 53.5 /100
411 Building Cleaning Worker, All Other (Mid-Level) 53.5 /100
412 Irrigation Technician (Mid-Level) 53.1 /100
413 Scrap Metal Dealer (Mid-Level) 53.0 /100
414 Sewer Inspector / CCTV Drainage Surveyor (Mid-Level) 53.0 /100
415 Water Hygiene Technician — Legionella (Mid-Level) 53.0 /100
416 Animal Breeder (Mid-Level) 52.8 /100
417 Port Engineer (Mid-Level) 52.8 /100
418 Electricity Grid Control Engineer (Mid-Level) 52.8 /100
419 Port Lecturer / Destination Speaker (Mid-Level) 52.8 /100
420 Sailors and Marine Oilers (Mid-Level) 52.7 /100
421 Rolling Stock Engine Tester (Mid-Level) 52.4 /100
422 Water and Wastewater Treatment Plant Operator (Mid-Level) 52.4 /100
423 Holiday Park Warden (Mid-Level) 52.4 /100
424 Sommelier (Mid-Level) 52.3 /100
425 Space Traffic Controller (Mid-Level) 52.1 /100
426 Utility Systems Operator (Mid-Level) 52.1 /100
427 Greaser (Industrial) (Mid-Level) 52.0 /100
428 Metallurgical Manager (Mid-to-Senior) 51.9 /100
429 Golf Course Superintendent (Mid-to-Senior) 51.9 /100
430 Narrowboat Hire Manager (Mid-Level) 51.9 /100
431 Mud Engineer / Drilling Fluids Engineer (Mid-Level) 51.7 /100
432 Salon Manager (Mid-Level) 51.7 /100
433 Charity Shop Volunteer Coordinator (Mid-Level) 51.6 /100
434 Cruise Director (Mid-to-Senior) 51.6 /100
435 Brewmaster (Senior) 51.6 /100
436 Laser Hair Removal Technician (Mid-Level) 51.6 /100
437 Legionella Risk Assessor (Mid-Level) 51.5 /100
438 HSE Advisor — Oil & Gas (Mid-Level) 51.5 /100
439 Ride Operator Supervisor — Theme Park (Mid-Level) 51.5 /100
440 Pipeline Integrity Engineer (Mid-Level) 51.4 /100
441 E-Waste Recycling Technician (Mid-Level) 51.3 /100
442 Ground Handling Agent (Mid-Level) 51.3 /100
443 Maid / Housekeeping Cleaner (Mid-Level) 51.3 /100
444 Car Valeter (Mid-Level) 51.3 /100
445 Funeral Celebrant (Mid-Level) 51.3 /100
446 Tea Master / Tea Sommelier (Mid-Level) 51.3 /100
447 Sake Brewer / Toji (Mid-to-Senior) 51.2 /100
448 Farmer, Rancher, and Other Agricultural Manager (Mid-Level) 51.2 /100
449 B&B / Guest House Owner (Mid-Level) 51.2 /100
450 Woodland Restoration Worker (Mid-Level) 51.1 /100
451 Curtain Maker (Mid-Level) 50.9 /100
452 Aviation Surveillance and Code Coordination Manager (Mid-Level) 50.9 /100
453 Mixologist (Mid-Level) 50.9 /100
454 Vehicle Dismantler (Mid-Level) 50.6 /100
455 Coffin Maker (Mid-Level) 50.6 /100
456 Ramp Agent / Ground Handler (Mid-Level) 50.6 /100
457 Leather Wet Processing Department Manager (Mid-Level) 50.5 /100
458 Helmsman (Mid-Level) 50.5 /100
459 Aviation Communications and Frequency Coordination Manager (Mid-Level) 50.3 /100
460 Battery Storage Engineer (Mid-Level) 50.2 /100
461 Theme Park Operations Manager (Mid-to-Senior) 50.2 /100
462 Karaoke Host / KJ (Mid-Level) 50.2 /100
463 Fishing and Hunting Workers (Mid-Level) 50.1 /100
464 Wastewater Process Engineer (Mid-Level) 50.1 /100
465 School Bus Monitor (Mid-Level) 50.0 /100
466 Cook, Private Household (Mid-Level) 49.9 /100
467 Aircraft De-Icer Operator (Mid-Level) 49.8 /100
468 Trichologist (Mid-to-Senior Level) 49.8 /100
469 Sous Chef (Mid-Level) 49.8 /100
470 Arborist Consultant (Mid-to-Senior) 49.7 /100
471 Flight Dispatcher (Mid-Level) 49.7 /100
472 Station Master / Station Manager (Mid-to-Senior) 49.5 /100
473 Wedding Celebrant (Mid-Level) 49.5 /100
474 Bartender (Mid-Level) 49.5 /100
475 Head Brewer (Mid-to-Senior) 49.4 /100
476 Aircraft Fueller (Mid-Level) 49.4 /100
477 Music Venue Manager (Mid-Level) 49.4 /100
478 Funeral Arranger (Mid-Level) 49.4 /100
479 Nuclear Technician (Mid-Level) 49.3 /100
480 Dairy Herdsperson (Mid-Level) 49.1 /100
481 Electrolytic Cell Maker (Mid-Level) 49.0 /100
482 Manufacturing Technician (Mid-Level) 48.9 /100
483 OSP Engineer — Outside Plant (Mid-Level) 48.9 /100
484 Mission Controller (Mid-Level) 48.8 /100
485 Wine Maker / Oenologist (Mid-to-Senior) 48.7 /100
486 Extraction Technician — Cannabis (Mid-Level) 48.7 /100
487 Ship's Cook / Marine Cook (Mid-Level) 48.7 /100
488 Water Sampling Officer (Mid-Level) 48.7 /100
489 Cheese Maker (Mid-Level) 48.6 /100
490 Health Physics Technician / Radiation Protection Technician (Mid-Level) 48.5 /100
491 Postal Service Mail Carrier (Mid-Level) 48.4 /100
492 Hotel Housekeeper (Entry-to-Mid Level) 48.0 /100
493 Sewers, Hand (Mid-Level) 47.9 /100
494 Energy Assessor / EPC Assessor (Mid-Level) 47.9 /100
495 Clean Water Process Engineer (Mid-Level) 47.8 /100
496 Ice Cream Maker / Gelato Maker (Mid-Level) 47.7 /100
497 Train Guard (Mid-Level) 47.7 /100
498 Pub Landlord (Mid-Level) 47.7 /100
499 Shore Excursion Manager (Mid-Level) 47.6 /100
500 Underground Mining Machine Operators, All Other (Mid-Level) 47.4 /100
501 Farm Manager (Mid-Level) 47.3 /100
502 Farmworker and Laborer, Crop, Nursery, and Greenhouse (Entry Level) 47.1 /100
503 Duty Manager (Mid-Level) 47.1 /100
504 Spa Manager (Mid-Level) 47.1 /100
505 Railroad Conductor and Yardmaster (Mid-Level) 47.0 /100
506 Banquet Server (Mid-Level) 47.0 /100
507 Thermal Spray Coater (Mid-Level) 46.8 /100
508 Soft Play Centre Manager (Mid-Level) 46.8 /100
509 Barista (Entry-to-Mid Level) 46.6 /100
510 Platform Attendant (Mid-Level) 46.3 /100
511 Waiter / Waitress (Mid-Level) 46.3 /100
512 Train Guard / Conductor (UK) (Mid-Level) 46.2 /100
513 Road Safety Officer (Mid-Level) 46.2 /100
514 Nightclub Manager (Mid-Level) 45.9 /100
515 Concentrate Processor — Cannabis (Mid-Level) 45.8 /100
516 Wastewater Process Scientist (Mid-Level) 45.8 /100
517 Attractions Manager (Mid-Level) 45.8 /100
518 Incinerator Plant Operator (Mid-Level) 45.7 /100
519 Distiller (Mid-Level) 45.6 /100
520 Textile Lab Technician (Mid-Level) 45.6 /100
521 First-Line Supervisor of Landscaping, Lawn Service, and Groundskeeping Workers (Mid-Level) 45.6 /100
522 Specialist Wine Seller / Wine Shop Manager (Mid-Level) 45.6 /100
523 Semiconductor Processing Technician (Mid-Level) 45.5 /100
524 Night Porter (Mid-Level) 45.5 /100
525 Biomass Plant Operator (Mid-Level) 45.4 /100
526 Pet Shop Manager (Mid-Level) 45.4 /100
527 Delicatessen Specialist (Mid-Level) 45.4 /100
528 Structural Metal Fabricators and Fitters (Mid-Level) 45.2 /100
529 Composites Technician (Mid-Level) 45.2 /100
530 Drone Pilot — Commercial (Mid-Level) 45.2 /100
531 Cook, Restaurant — Line Cook (Mid-Level) 45.2 /100
532 First-Line Supervisor of Housekeeping and Janitorial Workers (Mid-Level) 45.1 /100
533 Conference and Banqueting Manager (Mid-Level) 45.1 /100
534 Cleaning Supervisor (Mid-Level) 45.1 /100
535 Aircraft Service Attendant (Mid-Level) 44.9 /100
536 Wedding Florist (Mid-Level) 44.9 /100
537 First-Line Supervisor of Food Preparation and Serving Workers (Mid-Level) 44.8 /100
538 Dark Kitchen Chef / Ghost Kitchen Chef (Mid-Level) 44.7 /100
539 Ironing Service Operative (Mid-Level) 44.6 /100
540 Faller (Mid-Level) 44.5 /100
541 Restaurant General Manager (Mid-to-Senior) 44.5 /100
542 Hotel General Manager (Mid-to-Senior) 44.5 /100
543 Garden Centre Manager (Mid-to-Senior) 44.3 /100
544 Train Guard / Conductor (Mid-Level) 44.3 /100
545 Dispensary Manager (Mid-to-Senior) 44.2 /100
546 Wine Merchant (Mid-Level) 44.2 /100
547 Dating Service Consultant / Matchmaker (Mid-Level) 44.2 /100
548 Greengrocer (Mid-Level) 44.2 /100
549 Gambling Manager (Mid-to-Senior) 44.1 /100
550 Canteen Manager / Staff Restaurant Manager (Mid-Level) 44.0 /100
551 Aircraft Structure, Surfaces, Rigging, and Systems Assembler (Mid-Level) 43.9 /100
552 Line Cook (Mid-Level) 43.9 /100
553 Laundromat Attendant / Laundrette Attendant (Mid-Level) 43.9 /100
554 Tailor, Dressmaker, and Custom Sewer (Mid-Level) 43.9 /100
555 Plant and System Operator, All Other (Mid-Level) 43.8 /100
556 Lodging Manager (Mid-to-Senior) 43.8 /100
557 Tree Inspector (Mid-Level) 43.7 /100
558 Habitat and Species Restoration Lead (Mid-Level) 43.7 /100
559 Landscaping and Groundskeeping Worker (Mid-Level) 43.6 /100
560 Sushi Chef (Mid-Level) 43.6 /100
561 Power Plant Operators (Mid-Level) 43.4 /100
562 Fashion Showroom Manager (Mid-Level) 43.3 /100
563 Agronomist (Mid-Level) 43.2 /100
564 Market Trader (Mid-Level) 43.2 /100
565 Agricultural Inspector (Mid-Level) 43.1 /100
566 Food Service Manager (Mid-Level) 43.1 /100
567 Personal Care and Service Workers, All Other (Mid-Level) 43.1 /100
568 Cheesemonger (Mid-Level) 43.0 /100
569 Edibles Chef — Cannabis (Mid-Level) 42.9 /100
570 Gambling Dealer (Mid-Level) 42.9 /100
571 Port Operations Manager (Mid-Level) 42.8 /100
572 CATV Technician (Mid-Level) 42.8 /100
573 Solar PV Design Engineer (Mid-Level) 42.8 /100
574 Tour Operator Representative (Mid-Level) 42.7 /100
575 Resort Activities Coordinator (Mid-Level) 42.5 /100
576 Retail Store Manager (Mid-to-Senior) 42.5 /100
577 Street Food Vendor (Mid-Level) 42.4 /100
578 First-Line Supervisors of Farming, Fishing, and Forestry Workers (Mid-to-Senior) 42.2 /100
579 Lawn Care Technician (Mid-Level) 42.2 /100
580 Airfield Operations Specialist (Mid-Level) 42.1 /100
581 Cannabis Quality Manager (Mid-to-Senior) 41.9 /100
582 First-Line Supervisors of Gambling Services Workers (Mid-to-Senior) 41.9 /100
583 Grounds Maintenance Workers, All Other (Mid-Level) 41.7 /100
584 Lawn Care Worker (Entry-to-Mid Level) 41.7 /100
585 HACCP Manager (Mid-to-Senior) 41.5 /100
586 Hemp Processor (Mid-Level) 41.5 /100
587 Railroad Brake, Signal, and Switch Operators and Locomotive Firers (Mid-Level) 41.4 /100
588 Rail Yard Engineers, Dinkey Operators, and Hostlers (Mid-Level) 41.4 /100
589 Molders, Shapers, and Casters, Except Metal and Plastic (Mid-Level) 41.3 /100
590 Assistant Director of Sales — Hospitality (Mid-Level) 41.3 /100
591 Alterations Tailor (Mid-Level) 41.2 /100
592 Coffee Roaster (Mid-Level) 41.1 /100
593 Green Deal Assessor / Retrofit Assessor (Mid-Level) 41.0 /100
594 Water Quality Analyst (Mid-Level) 41.0 /100
595 Fishmonger (Mid-Level) 41.0 /100
596 Corrugator Operator (Mid-Level) 40.9 /100
597 Loadmaster (Mid-Level) 40.8 /100
598 Rubber Technologist (Mid-Level) 40.6 /100
599 Shoe and Leather Workers and Repairers (Mid-Level) 40.5 /100
600 Airport Baggage Handler (Entry-to-Mid Level) 40.5 /100
601 Production Chemist — Oil & Gas (Mid-Level) 40.5 /100
602 Wedding Planner (Mid-Level) 40.5 /100
603 Events Coordinator (Mid-Level) 40.5 /100
604 Hotel Operations Manager (Mid-Level) 40.5 /100
605 Kitchen Manager (Mid-Level) 40.3 /100
606 Metal-Refining Furnace Operator and Tender (Mid-Level) 40.2 /100
607 Clean Room Operator (Mid-Level) 40.2 /100
608 Pourers and Casters, Metal (Mid-Level) 40.1 /100
609 Tank Car, Truck, and Ship Loader (Mid-Level) 40.1 /100
610 Toolpusher / Drilling Supervisor (Mid-Level) 40.0 /100
611 School Cook (Mid-Level) 40.0 /100
612 Baker (Mid-Level) 40.0 /100
613 Tattoo Removal Technician (Mid-Level) 39.9 /100
614 Textile, Leather and Footwear Researcher (Mid-Level) 39.8 /100
615 Deviation Investigator — Pharma (Mid-Level) 39.8 /100
616 Event Manager (Mid-Level) 39.8 /100
617 Cider Maker (Mid-Level) 39.5 /100
618 Philatelist / Stamp Dealer (Mid-Level) 39.5 /100
619 Loading and Moving Machine Operator, Underground Mining (Mid-Level) 39.4 /100
620 RF Planning Engineer (Mid-Level) 39.3 /100
621 Gas Plant Operators (Mid-Level) 39.2 /100
622 Online Reseller (Mid-Level) 39.2 /100
623 Wellhead Pumpers (Mid-Level) 39.1 /100
624 Tool Setter (Mid-Level) 38.8 /100
625 Numismatist / Coin Dealer (Mid-Level) 38.8 /100
626 Cook, Institution and Cafeteria (Mid-Level) 38.8 /100
627 Agricultural Workers, All Other (Mid-Level) 38.7 /100
628 Landscape Designer (Mid-Level) 38.7 /100
629 Arboricultural Officer (Mid-Level) 38.7 /100
630 Third-Party Logistics (3PL) Account Manager (Mid-Level) 38.7 /100
631 Floral Designer (Mid-Level) 38.7 /100
632 Boutique Clothing Seller / Boutique Sales Consultant (Mid-Level) 38.7 /100
633 Sterilisation Technician (Mid-Level) 38.6 /100
634 Press Shop Operator (Mid-Level) 38.5 /100
635 Food Safety Auditor (Mid-Level) 38.4 /100
636 Additive Manufacturing Technician (Mid-Level) 38.4 /100
637 Print Production Manager (Mid-to-Senior) 38.3 /100
638 Tanning Technician (Mid-Level) 38.3 /100
639 Passenger Attendant (Mid-Level) 38.3 /100
640 Camping Ground Manager / Holiday Park Manager (Mid-Level) 38.3 /100
641 Butcher and Meat Cutter (Mid-Level) 38.1 /100
642 Used Car Dealer (Mid-Level) 38.0 /100
643 Quality Auditor — Manufacturing (Mid-Level) 37.9 /100
644 Forest and Conservation Workers (Mid-Level) 37.9 /100
645 Motor Vehicle Operators, All Other (Mid-Level) 37.9 /100
646 Specialist Bookseller (Mid-Level) 37.9 /100
647 Water Treatment Chemist (Mid-Level) 37.8 /100
648 Logging Equipment Operators (Mid-Level) 37.7 /100
649 Maltster (Mid-Level) 37.6 /100
650 Stamping Die Setter (Mid-Level) 37.6 /100
651 Forest and Conservation Technician (Mid-Level) 37.6 /100
652 Bowling Alley Manager (Mid-Level) 37.6 /100
653 Warehouse Manager (Mid-to-Senior) 37.4 /100
654 Spring Maker (Mid-Level) 37.3 /100
655 Chemical Plant and System Operators (Mid-Level) 37.1 /100
656 EV Battery Module Assembly Technician (Mid-Level) 37.1 /100
657 Completions Engineer (Mid-Level) 37.1 /100
658 First-Line Supervisor of Production and Operating Workers (Mid-to-Senior) 37.0 /100
659 Medical Courier (Mid-Level) 37.0 /100
660 Psychic / Medium (Mid-Level) 37.0 /100
661 Attraction Attendant — Theme Park (Entry-to-Mid Level) 37.0 /100
662 Picture Framer (Mid-Level) 37.0 /100
663 Gauger (Mid-Level) 36.8 /100
664 Process Development Technologist (Mid-Level) 36.8 /100
665 Transportation, Storage, and Distribution Manager (Mid-to-Senior) 36.8 /100
666 Well Test Engineer (Mid-Level) 36.8 /100
667 Jeweler and Precious Stone and Metal Worker (Mid-Level) 36.7 /100
668 Flexographic Printer (Mid-Level) 36.6 /100
669 Painting, Coating, and Decorating Worker (Mid-Level) 36.6 /100
670 Dangerous Goods Safety Adviser (Mid-Level) 36.5 /100
671 Production Technician — Oil & Gas (Mid-Level) 36.5 /100
672 Deli Counter Assistant (Mid-Level) 36.4 /100
673 Dock Worker / Longshoreman (Mid-Level) 36.3 /100
674 Pub Quiz Host / Quiz Master (Mid-Level) 36.3 /100
675 Transport Planner (Mid-Level) 36.2 /100
676 Coiled Tubing Operator (Mid-Level) 36.2 /100
677 RF Optimisation Engineer (Mid-Level) 36.2 /100
678 Antiques Dealer (Mid-Level) 36.2 /100
679 Theme Park Ride Operator (Mid-Level) 36.2 /100
680 Cruise Ship Photographer (Mid-Level) 36.2 /100
681 Dairy Technologist (Mid-Level) 36.1 /100
682 Locomotive Engineer (Mid-Level) 36.1 /100
683 Truck Driver (Long-Haul / OTR, CDL-A, Mid-Career) 36.0 /100
684 Owner-Operator Truck Driver (Mid-Level) 36.0 /100
685 HGV Driver Class 1 (Cat C+E, Mid-Level) 36.0 /100
686 Auctioneer (Mid-Level) 36.0 /100
687 Chemical Equipment Operator and Tender (Mid-Level) 35.9 /100
688 Process Operator — Manufacturing (Mid-Level) 35.9 /100
689 Excavating and Loading Machine and Dragline Operator, Surface Mining (Mid-Level) 35.8 /100
690 Escape Room Game Master (Mid-Level) 35.8 /100
691 Ground Operations Coordinator (Mid-Level) 35.7 /100
692 Drilling Engineer (Mid-Level) 35.6 /100
693 Dry Cleaner (Mid-Level) 35.6 /100
694 Heritage Tour Guide (Mid-Level) 35.6 /100
695 Waterjet Cutting Operator (Mid-Level) 35.5 /100
696 Label Printing Operator (Mid-Level) 35.2 /100
697 Transportation Workers, All Other (Mid-Level) 35.2 /100
698 Baggage Porter and Bellhop (Mid-Level) 35.2 /100
699 Long-Haul Trucker (Mid-Level) 35.1 /100
700 Petroleum Pump System Operators, Refinery Operators, and Gaugers (Mid-Level) 35.1 /100
701 Wireline Operator (Mid-Level) 35.1 /100
702 Ship Chandler (Mid-Level) 35.0 /100
703 Aircraft Cargo Handling Supervisors (Mid-to-Senior) 35.0 /100
704 Driver/Sales Worker (Mid-Level) 35.0 /100
705 Antiquarian Bookseller (Mid-Level) 35.0 /100
706 Demonstrator and Product Promoter (Mid-Level) 35.0 /100
707 Logging Workers, All Other (Mid-Level) 34.7 /100
708 Casino Host (Mid-Level) 34.7 /100
709 First-Line Supervisor of Retail Sales Workers (Mid-Level) 34.7 /100
710 Newspaper Delivery Worker (Entry-Level) 34.6 /100
711 Event Freight Coordinator (Mid-Level) 34.5 /100
712 Energy Trader (Mid-Level) 34.3 /100
713 Car Salesperson (Mid-Level) 34.3 /100
714 Paint Sprayer / Industrial Painter (Mid-Level) 34.2 /100
715 Grinding and Polishing Workers, Hand (Mid-Level) 34.0 /100
716 Beverage Filtration Technician (Mid-Level) 33.8 /100
717 CNC Machine Operator (Mid-Level) 33.8 /100
718 Fleet Manager (Mid-to-Senior) 33.8 /100
719 Pawnbroker (Mid-Level) 33.8 /100
720 Flour Miller (Mid-Level) 33.7 /100
721 Lamination Machine Operator (Mid-Level) 33.6 /100
722 Telecoms Network Planner (Mid-Level) 33.6 /100
723 Fast Food Shift Manager (Mid-Level) 33.6 /100
724 Medical Device Assembler (Mid-Level) 33.5 /100
725 Motorcycle Courier (Mid-Level) 33.5 /100
726 Derrick Operators, Oil and Gas (Mid-Level) 33.5 /100
727 Pharmaceutical Manufacturing Operator (Mid-Level) 33.4 /100
728 Industrial Production Manager (Mid-to-Senior) 33.4 /100
729 School Dinner Lady / Canteen Worker (Entry-to-Mid Level) 33.3 /100
730 First Article Inspector (Mid-Level) 33.2 /100
731 Bag Making Machine Operator (Mid-Level) 33.2 /100
732 Swimming Pool Cleaner (Mid-Level) 33.0 /100
733 Gravure Press Operator (Mid-Level) 32.8 /100
734 Trim and Final Assembly Operator (Mid-Level) 32.8 /100
735 Assayer (Mid-Level) 32.8 /100
736 Ride Operator — Theme Park (Entry-to-Mid) 32.6 /100
737 Separating, Filtering, Clarifying, Precipitating, and Still Machine Setter, Operator, and Tender (Mid-Level) 32.5 /100
738 Cannabis Compliance Officer (Mid-Level) 32.5 /100
739 Food Preparation and Serving Related Workers, All Other (Mid-Level) 32.4 /100
740 Cook, All Other (Mid-Level) 32.4 /100
741 Agricultural Technician (Mid-Level) 32.3 /100
742 Extraction Workers, All Other (Mid-Level) 32.2 /100
743 Reservoir Engineer (Mid-Level) 32.0 /100
744 Key Cutter (Mid-Level) 32.0 /100
745 Cafeteria Worker (Entry-to-Mid) 31.9 /100
746 Mudlogger / Wellsite Geologist (Entry-to-Mid Level) 31.7 /100
747 Powertrain Assembly Fitter (Mid-Level) 31.6 /100
748 Mystery Shopper (Mid-Level) 31.6 /100
749 Electroplater (Mid-Level) 31.4 /100
750 Busser (Entry-to-Mid Level) 31.4 /100
751 Merchandise Displayer and Window Trimmer (Mid-Level) 31.4 /100
752 Bottling Line Operative (Mid-Level) 31.3 /100
753 Brewery / Distillery Operative (Mid-Level) 31.2 /100
754 Tour and Travel Guide (Mid-Level) 31.2 /100
755 Light Truck Driver (Mid-Level) 31.1 /100
756 Power Distributor and Dispatcher (Mid-Level) 31.1 /100
757 Black Cab Driver — Knowledge of London (Mid-Level) 31.0 /100
758 Ship Broker (Mid-Level) 31.0 /100
759 Cooling and Freezing Equipment Operator and Tender (Mid-Level) 30.9 /100
760 First-Line Supervisor of Transportation and Material Moving Workers (Mid-to-Senior) 30.8 /100
761 Dining Room and Cafeteria Attendant and Bartender Helper (Entry-Level) 30.8 /100
762 Ghost Kitchen Manager (Mid-Level) 30.8 /100
763 Customs Broker (Mid-Level) 30.7 /100
764 Pawnbroker Assistant (Mid-Level) 30.7 /100
765 Cable and Harness Assembler (Mid-Level) 30.4 /100
766 Maintenance Workers, Machinery (Mid-Level) 30.3 /100
767 Wire Drawing Operative (Mid-Level) 30.2 /100
768 Laborer and Freight, Stock, and Material Mover (Mid-Level) 29.9 /100
769 Yard Jockey / Shunt Driver (Mid-Level) 29.8 /100
770 Yacht Purser (Mid-Level) 29.8 /100
771 Diamond Grader (Mid-Level) 29.7 /100
772 Vending Machine Route Operator (Mid-Level) 29.5 /100
773 Galvaniser (Mid-Level) 29.4 /100
774 Metrology Technician (Mid-Level) 29.4 /100
775 Packaging and Filling Machine Operator (Mid-Level) 29.3 /100
776 QC Analyst — Pharmaceutical (Mid-Level) 29.3 /100
777 Extract Mixer Tester (Mid-Level) 29.3 /100
778 Pesticide Handler, Sprayer, and Applicator, Vegetation (Mid-Level) 29.3 /100
779 Subscription Box Curator (Mid-Level) 29.3 /100
780 Fruit and Vegetable Canner (Mid-Level) 29.2 /100
781 Prep Cook (Entry-to-Mid Level) 29.2 /100
782 Cook, Short Order (Mid-Level) 29.1 /100
783 Usher, Lobby Attendant, and Ticket Taker (Mid-Level) 29.1 /100
784 Amusement and Recreation Attendant (Entry-Level) 29.1 /100
785 Production Operator (Mid-Level) 29.0 /100
786 Machine Minder (Mid-Level) 28.9 /100
787 Shampooer (Entry-to-Mid Level) 28.9 /100
788 Rubber Compounder (Mid-Level) 28.8 /100
789 Beauty Consultant (Mid-Level) 28.8 /100
790 Tram Driver (Mid-Level) 28.7 /100
791 Betting Shop Manager (Mid-Level) 28.5 /100
792 Online Grocery Picker / Click & Collect Operative (Entry-to-Mid) 28.3 /100
793 Multi-Drop Delivery Driver (Mid-Level) 28.2 /100
794 Dishwasher (Entry-Level) 28.1 /100
795 Glass Former / Container Glass Operative (Mid-Level) 28.0 /100
796 Heat Treating Equipment Setter, Operator, and Tender (Mid-Level) 27.9 /100
797 Quality Control Chemist (Mid-Level) 27.9 /100
798 Reach Truck Operator (Mid-Level) 27.9 /100
799 Astrologer (Mid-Level) 27.8 /100
800 Warehouse Operative (Mid-Level) 27.7 /100
801 Passenger Transport Service Controller (Mid-Level) 27.7 /100
802 Pizza Delivery Driver (Entry-to-Mid) 27.7 /100
803 Personal Shopper (Mid-Level) 27.7 /100
804 Food Preparation Worker (Mid-Level) 27.6 /100
805 Flight Engineer (Mid-Level) 27.4 /100
806 Bingo Caller (Mid-Level) 27.4 /100
807 Duty Free Sales Assistant (Mid-Level) 27.4 /100
808 Reservations Manager (Mid-Level) 27.4 /100
809 Injection Moulding Setter/Operator (Mid-Level) 27.3 /100
810 CMM Operator / Metrology Inspector (Mid-Level) 27.3 /100
811 Logistics Coordinator (Mid-Level) 27.3 /100
812 Food Server, Nonrestaurant (Mid-Level) 27.3 /100
813 Label Machine Operator (Mid-Level) 27.2 /100
814 Colour Matcher (Textiles) (Mid-Level) 27.1 /100
815 Delivery Driver / Van Driver (Mid-Level) 27.0 /100
816 Gas Compressor and Gas Pumping Station Operators (Mid-Level) 27.0 /100
817 Tire Builder (Mid-Level) 26.9 /100
818 Rolling Machine Operator (Mid-Level) 26.9 /100
819 Rotary Drill Operator, Oil and Gas (Mid-Level) 26.9 /100
820 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) 26.8 /100
821 Model Maker, Metal and Plastic (Mid-Level) 26.8 /100
822 Subway and Streetcar Operator (Mid-Level) 26.8 /100
823 Forklift Truck Driver (Mid-Level) 26.7 /100
824 Forklift Operator / FLT Driver (Mid-Level) 26.7 /100
825 Model Makers, Wood (Mid-Level) 26.6 /100
826 Bicycle Courier (Mid-Level) 26.6 /100
827 Rubber Moulder (Mid-Level) 26.5 /100
828 Blow Moulding Operator (Mid-Level) 26.5 /100
829 Woodworkers, All Other (Mid-Level) 26.5 /100
830 Dairy Process Operative (Mid-Level) 26.4 /100
831 Shuttle Driver and Chauffeur (Mid-Level) 26.3 /100
832 Multiple Machine Tool Setter, Operator, and Tender, Metal and Plastic (Mid-Level) 26.2 /100
833 Forging Machine Setter, Operator, and Tender, Metal and Plastic (Mid-Level) 26.2 /100
834 Mixing and Blending Machine Setter, Operator, and Tender (Mid-Level) 26.2 /100
835 Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) 26.2 /100
836 Automotive Sealer Applicator (Mid-Level) 26.2 /100
837 Die Cutter Operator (Mid-Level) 26.1 /100
838 Industrial Truck and Tractor Operator (Entry-Mid) 26.1 /100
839 Gravure Cylinder Engraver (Mid-Level) 26.1 /100
840 Battery Cell Stacking Operator (Mid-Level) 25.8 /100
841 Sugar Refinery Operative (Mid-Level) 25.8 /100
842 Solderer / Brazer (Mid-Level) 25.8 /100
843 Thermoforming Operator (Mid-Level) 25.7 /100
844 Helpers--Extraction Workers (Entry-to-Mid Level) 25.7 /100
845 Foundry Mold and Coremaker (Mid-Level) 25.6 /100
846 Printing Press Operator (Mid-Level) 25.6 /100
847 Press Brake Operator (Mid-Level) 25.5 /100
848 Food Batchmaker (Mid-Level) 25.5 /100
849 Dispatcher, Except Police, Fire, and Ambulance (Mid-Level) 25.5 /100
850 Transport Dispatcher (Mid-Level) 25.5 /100
851 Paper Goods Machine Setter, Operator, and Tender (Mid-Level) 25.3 /100
852 Patternmakers, Metal and Plastic (Mid-Level) 25.2 /100
853 Digital Print Operator (Mid-Level) 25.2 /100
854 Reprographics Technician (Mid-Level) 25.2 /100
855 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders (Mid-Level) 25.1 /100
856 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders (Mid-Level) 25.1 /100
857 Furnace, Kiln, Oven, Drier, and Kettle Operator and Tender (Mid-Level) 25.1 /100
858 Lithographic Printer (Mid-Level) 25.1 /100
859 Agricultural Equipment Operators (Mid-Level) 25.0 /100
860 Plating Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) 24.6 /100
861 Service Unit Operators, Oil and Gas (Mid-Level) 24.2 /100
862 Patternmakers, Wood (Mid-Level) 24.0 /100
863 Metal Workers and Plastic Workers, All Other (Mid-Level) 24.0 /100
864 Packaging Ink Technician (Mid-Level) 23.8 /100
865 Anodiser (Mid-Level) 23.8 /100
866 Car Park Attendant (Mid-Level) 23.7 /100
867 Electrocoat Technician (Mid-Level) 23.4 /100
868 Adhesive Bonding Machine Operators and Tenders (Mid-Level) 23.4 /100
869 Freight Forwarder / Freight Agent (Mid-Level) 23.3 /100
870 Drive Test Engineer — Mobile Network (Mid-Level) 23.1 /100
871 Cutters and Trimmers, Hand (Mid-Level) 23.0 /100
872 Material Moving Workers, All Other (Mid-Level) 23.0 /100
873 Layout Workers, Metal and Plastic (Mid-Level) 23.0 /100
874 Screen Printer — Industrial (Mid-Level) 22.8 /100
875 Fiberglass Laminator and Fabricator (Mid-Level) 22.6 /100
876 Stocktaker / Inventory Counter (Mid-Level) 22.5 /100
877 Production Operative (Mid-Level) 22.5 /100
878 Demand Planner (Mid-Level) 22.4 /100
879 Print Estimator (Mid-Level) 22.2 /100
880 Recycling Sorting Operative (Mid-Level) 22.1 /100
881 Freight Broker / Transportation Broker (Mid-Level) 22.0 /100
882 Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders (Mid-Level) 21.9 /100
883 Goods-In / Goods-Out Operative (Mid-Level) 21.9 /100
884 Production Workers, All Other (Mid-Level) 21.6 /100
885 Slaughterer and Meat Packer (Mid-Level) 21.4 /100
886 Sewing Machine Operator (Mid-Level) 21.1 /100
887 Quality Assurance Technician (Mid-Level) 21.1 /100
888 Bridge and Lock Tender (Mid-Level) 21.1 /100
889 Poultry Processing Operative (Mid-Level) 20.9 /100
890 Roustabout, Oil and Gas (Mid-Level) 20.7 /100
891 Production Coordinator (Mid-Level) 20.6 /100
892 Load Planner (Mid-Level) 20.6 /100
893 SMT Operator (Mid-Level) 20.5 /100
894 Meat, Poultry, and Fish Cutter and Trimmer (Mid-Level) 20.4 /100
895 Taxi Driver (Mid-Level) 20.4 /100
896 Woodworking Machine Setters, Operators, and Tenders, Except Sawing (Mid-Level) 20.1 /100
897 Print Finishing Operative (Mid-Level) 20.1 /100
898 Cutting and Slicing Machine Setters, Operators, and Tenders (Mid-Level) 20.1 /100
899 Sawing Machine Setters, Operators, and Tenders, Wood (Mid-Level) 20.1 /100
900 Aircraft Load Planner (Mid-Level) 20.1 /100
901 Freight Forwarding Operator (Mid-Level) 20.1 /100
902 Courier and Messenger (Mid-Level) 20.1 /100
903 Abattoir Operative / Meat Processor (Mid-Level) 19.9 /100
904 Fish Processing Worker (Mid-Level) 19.8 /100
905 Cleaning, Washing, and Metal Pickling Equipment Operator and Tender (Mid-Level) 19.7 /100
906 Food Packing Operative (Mid-Level) 19.6 /100
907 Inventory Controller (Mid-Level) 19.6 /100
908 Paint Shop Technician (Mid-Level) 19.4 /100
909 Print Binding and Finishing Workers (Mid-Level) 19.2 /100
910 Pressers, Textile, Garment, and Related Materials (Mid-Level) 19.2 /100
911 Food Processing Workers, All Other (Mid-Level) 18.9 /100
912 Food Cooking Machine Operators and Tenders (Mid-Level) 18.9 /100
913 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) 18.6 /100
914 Yarn Spinner (Mid-Level) 18.3 /100
915 Etchers and Engravers (Mid-Level) 18.1 /100
916 Engine and Other Machine Assembler (Mid-Level) 18.1 /100
917 Bakery Operative / Industrial Baker (Mid-Level) 18.1 /100
918 Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (Mid-Level) 18.1 /100
919 Uber Eats Driver (Entry-to-Mid) 18.1 /100
920 Cargo and Freight Agent (Mid-Level) 17.9 /100
921 Food Delivery Rider (Entry-to-Mid Level) 16.9 /100
922 Amazon Delivery Driver (Entry-to-Mid Level) 16.9 /100
923 Import/Export Coordinator (Mid-Level) 16.1 /100
924 Rideshare Driver (Mid-Level) 16.1 /100
925 Level Crossing Keeper (Mid-Level) 15.8 /100
926 Log Grader and Scaler (Mid-Level) 14.0 /100
927 Taxi Controller / Minicab Dispatcher (Mid-Level) 10.4 /100
928 Communications Equipment Operators, All Other (Mid-Level) 8.6 /100
929 Parcel Sorter (Entry-to-Mid Level) 7.8 /100
930 Graders and Sorters, Agricultural Products (Mid-Level) 4.4 /100
931 Meter Reader (Mid-Level) 4.1 /100
932 Toll Collector (Mid-Level) 3.6 /100

Why Blue Collar Work Resists AI Displacement

🇺🇸 37.6M US blue-collar workers hold positions in GREEN or YELLOW zone roles (across 859 of 932 assessed roles). They share traits that current AI and robotic systems cannot replicate — and that aren't changing in the next five years:

Physical Dexterity in Unpredictable Environments

No two job sites are the same. A roofer works on different pitches, materials, and weather conditions every day. An electrician navigates unique wiring layouts in every building. Robots excel in controlled factory settings — they fail in the real world where every surface, angle, and obstacle is different.

Spatial Reasoning & Manual Precision

Welding an irregular joint, fitting pipes through walls, or aligning heavy machinery requires hand-eye coordination that adapts in real time to materials, gravity, and physics. Robots can't match human dexterity in varied, unstructured settings — and the gap isn't closing any time soon.

Growing Demand & Labour Shortages

Demographics strongly favour blue collar workers. An ageing workforce, declining trade school enrolment, and massive infrastructure investment are creating persistent labour shortages across every trade. These jobs are wanted — employers are competing for workers, not replacing them.

Routine Factory Work = Vulnerable

Not all blue collar work is equally safe. Assembly line roles, repetitive manufacturing tasks, and standardised packaging operations face genuine automation pressure. The pattern is clear: when the physical environment is controlled and the task is repetitive, robots compete effectively.

GREEN Zone: The Most AI-Resistant Blue Collar Roles

🇺🇸 11.3M US workers hold 492 blue-collar roles that score 48 or above on the JobZone Score, placing them in the GREEN zone. These roles combine physical dexterity in unstructured environments, real-time problem-solving, and growing labour demand — the strongest combination of protective traits against AI displacement.

1
Electrical Power-Line Installer and Repairer (Mid-Level) GREEN (Stable)
91.6 2
Signalling Tester In Charge / STIC (Mid-Level) GREEN (Stable)
87.7 3
Leadworker (Mid-Level) GREEN (Stable)
83.7 4
Heat Pump Installer (Mid-Level) GREEN (Transforming)
83.5 5
CCS Engineer (Control Command & Signalling) (Mid-Level) GREEN (Stable)
83.2 6
Electrician (Journey-Level) GREEN (Stable)
82.9 7
Master Leather Craftsman (Mid-to-Senior) GREEN (Stable)
82.4 8
Cladding Installer (Mid-Level) GREEN (Stable)
81.7 9
Cable Jointer (Mid-Level) GREEN (Stable)
81.7 10
Plumber (Journey-Level) GREEN (Stable)
81.4 11
Commercial Plumber (Mid-Level) GREEN (Stable)
81.4 12
Gondolier (Mid-Level) GREEN (Stable)
80.8 13
Curtain Walling Installer (Mid-Level) GREEN (Stable)
80.7 14
Leather Goods Artisan (Mid-Level) GREEN (Stable)
80.2 15
Fibre Optic Splicer (Mid-Level) GREEN (Stable)
79.3 16
Roof Slater (Mid-Level) GREEN (Stable)
79.1 17
EV Charger Installer (Mid-Level) GREEN (Stable)
78.8 18
Banksman (Mid-Level) GREEN (Stable)
78.4 19
Heritage / Conservation Mason (Mid-Level) GREEN (Stable)
78.4 20
Lime Plasterer (Mid-Level) GREEN (Resilient)
78.0 21
Master Horologist (Senior) GREEN (Stable)
77.9 22
Passive Fire Protection Installer (Mid-Level) GREEN (Stable)
77.8 23
Coded Welder — Pipe (Mid-Level) GREEN (Stable)
77.6 24
Air Conditioning Installer (Mid-Level) GREEN (Transforming)
77.3 25
Pipefitter / Steamfitter (Mid-Level) GREEN (Stable)
76.9 26
Wind Turbine Service Technician (Mid-Level) GREEN (Stable)
76.9 27
Sprinkler Fitter — Fire Protection (Mid-Level) GREEN (Stable)
76.7 28
Harbour Pilot (Mid-to-Senior) GREEN (Transforming)
76.7 29
Roofer (Mid-Level) GREEN (Stable)
76.6 30
Aircraft Composite Repair Technician (Mid-Level) GREEN (Stable)
75.8 31
Lime Mortar Specialist (Mid-Level) GREEN (Stable)
75.7 32
Superyacht Deckhand (Entry-Level) GREEN (Stable)
75.5 33
Sushi Master / Itamae (Mid-to-Senior) GREEN (Stable)
75.5 34
Master Cutter (Mid-to-Senior) GREEN (Stable)
75.4 35
Stained Glass Artist (Mid-Level) GREEN (Stable)
75.4 36
Street Lighting Electrician (Mid-Level) GREEN (Stable)
75.3 37
HVAC Mechanic/Installer (Mid-Level) GREEN (Transforming)
75.3 38
Fire Door Installer (Mid-Level) GREEN (Stable)
75.1 39
Tree Surgeon / Arborist (Mid-Level) GREEN (Stable)
74.9 40
Coxswain (RNLI) (Mid-Level) GREEN (Stable)
74.8 41
Conveyor Belt Splicer (Mid-Level) GREEN (Stable)
74.6 42
Heritage Stonemason (Mid-Level) GREEN (Resilient)
74.5 43
Guttering and Roofline Installer (Mid-Level) GREEN (Stable)
74.3 44
Heritage Railway Engineer (Mid-Level) GREEN (Stable)
74.3 45
Bathroom Fitter (Mid-Level) GREEN (Stable)
74.0 46
Dry Stone Waller (Mid-Level) GREEN (Stable)
73.8 47
SMR Operations Engineer (Mid-Level) GREEN (Transforming)
73.6 48
Airport Fire Officer / ARFF Firefighter (Mid-Level) GREEN (Stable)
73.5 49
Heritage Carpenter / Joiner (Mid-Level) GREEN (Stable)
73.4 50
Vehicle Recovery Operator (Mid-Level) GREEN (Stable)
73.4 51
Cruise Ship Entertainer (Mid-Level) GREEN (Stable)
73.4 52
Flat Roofer — Single Ply / Felt (Mid-Level) GREEN (Stable)
73.1 53
Stove Installer (HETAS) (Mid-Level) GREEN (Stable)
73.0 54
Balloon Pilot (Mid-Level) GREEN (Stable)
72.9 55
Curtain Wall Installer (Mid-Level) GREEN (Stable)
72.8 56
Overhead Line Engineer — Railway (Mid-Level) GREEN (Stable)
72.8 57
Overhead Line Engineer — Railway (Mid-Level) GREEN (Stable)
72.8 58
Heritage Restoration Specialist (Mid-Level) GREEN (Transforming)
72.1 59
Rig Medic / Offshore Medic (Mid-Level) GREEN (Stable)
72.1 60
Aesthetic Practitioner (Mid-Senior) GREEN (Stable)
72.1 61
Fibrous Plasterer (Mid-Level) GREEN (Stable)
72.0 62
Master Watchmaker / Horologist (Mid-to-Senior) GREEN (Stable)
72.0 63
Yacht Bosun (Mid-Level) GREEN (Stable)
72.0 64
Gas Mains Layer (Mid-Level) GREEN (Stable)
71.6 65
Heritage Maintenance Technician (Mid-Level) GREEN (Stable)
71.6 66
Spray Foam Insulation Installer (Mid-Level) GREEN (Stable)
71.5 67
Scaffolder (Mid-Level) GREEN (Stable)
71.5 68
Aboriginal / Indigenous Ranger (Mid-Level) GREEN (Transforming)
71.5 69
Bespoke Tailor (Mid-Level) GREEN (Stable)
71.4 70
Structural Iron and Steel Workers (Mid-Level) GREEN (Stable)
71.4 71
Refrigeration Technician (Mid-Level) GREEN (Transforming)
71.4 72
Steel Erector (Mid-Level) GREEN (Stable)
71.4 73
Underwater Welder / Hyperbaric Welder (Mid-Level) GREEN (Stable)
71.3 74
Industrial Roofing Operative (Mid-Level) GREEN (Stable)
71.3 75
Ground Source Drilling Operative (Mid-Level) GREEN (Stable)
71.3 76
Substation Technician (Mid-Level) GREEN (Transforming)
71.3 77
Duct Layer — Telecoms (Mid-Level) GREEN (Stable)
71.0 78
Gritter Driver (Mid-Level) GREEN (Stable)
70.8 79
Flue Liner Installer (Mid-Level) GREEN (Stable)
70.7 80
Expedition Leader (Mid-to-Senior) GREEN (Stable)
70.7 81
Steeplejack (Mid-Level) GREEN (Stable)
70.6 82
Resin Flooring Installer (Mid-Level) GREEN (Stable)
70.6 83
Radio, Cellular, and Tower Equipment Installer and Repairer (Mid-Level) GREEN (Stable)
70.6 84
Renderer (Mid-Level) GREEN (Stable)
70.6 85
Cell Tower Technician (Mid-Level) GREEN (Stable)
70.6 86
Radio, Cellular, and Tower Equipment Installer and Repairer (Mid-Level) GREEN (Stable)
70.6 87
Telecommunications Line Installer and Repairer (Mid-Level) GREEN (Stable)
70.6 88
Heat Pump Commissioning Engineer (Mid-Level) GREEN (Transforming)
70.5 89
Private Chef (Mid-to-Senior) GREEN (Stable)
70.4 90
Aircraft Mechanic and Service Technician (Mid-Level) GREEN (Stable)
70.3 91
Flight Test Pilot (Mid-Level) GREEN (Transforming)
70.3 92
Bespoke Footwear Technician (Mid-Level) GREEN (Stable)
70.2 93
Airline Pilot (Mid-to-Senior Captain/First Officer) GREEN (Transforming)
70.1 94
Ductwork Installer (Mid-Level) GREEN (Transforming)
70.0 95
Aircraft Sheet Metal Worker (Mid-Level) GREEN (Stable)
70.0 96
Utilities Field Services Engineer (Mid-Level) GREEN (Stable)
70.0 97
Multi-Skilled Maintenance Operative (Mid-Level) GREEN (Stable)
69.8 98
Elevator and Escalator Installer and Repairer (Mid-Level) GREEN (Stable)
69.8 99
Air Traffic Controller (Mid-Level) GREEN (Transforming)
69.8 100
Skip Hire Driver (Mid-Level) GREEN (Stable)
69.8 101
Lightning Protection Engineer (Mid-Level) GREEN (Stable)
69.7 102
Green Roof Installer (Mid-Level) GREEN (Stable)
69.7 103
Fire Extinguisher Technician (Mid-Level) GREEN (Transforming)
69.5 104
Solar Panel Installer / Solar PV Installer (Mid-Level) GREEN (Stable)
69.5 105
Spa Therapist (Mid-Level) GREEN (Stable)
69.5 106
Loft Conversion Specialist (Mid-Level) GREEN (Transforming)
69.4 107
Bookbinder (Craft/Artisan) (Mid-Level) GREEN (Stable)
69.4 108
Stained Glass Restorer (Mid-Level) GREEN (Transforming)
69.1 109
TIG Welder — Aerospace/Precision (Mid-Level) GREEN (Stable)
69.1 110
Water Network Technician (Mid-Level) GREEN (Transforming)
69.1 111
Battery Storage Technician (Mid-Level) GREEN (Stable)
69.0 112
Industrial Abseiler / Rope Access Technician (Mid-Level) GREEN (Stable)
68.9 113
Roller Shutter Engineer (Mid-Level) GREEN (Stable)
68.9 114
Solar Photovoltaic Installer (Mid-Level) GREEN (Transforming)
68.6 115
Master Engraver (Mid-to-Senior) GREEN (Stable)
68.6 116
Smart Repair Technician / PDR Specialist (Mid-Level) GREEN (Transforming)
68.6 117
Floor Screeder (Mid-Level) GREEN (Stable)
68.6 118
Couture Seamstress / Petite Main (Mid-Level) GREEN (Stable)
68.6 119
Gully Emptier Operator (Mid-Level) GREEN (Stable)
68.6 120
Intruder Alarm Installer (Mid-Level) GREEN (Stable)
68.5 121
Nuclear Power Reactor Operator (Mid-Level) GREEN (Stable)
68.5 122
Funeral Care Operative (Mid-Level) GREEN (Stable)
68.5 123
Wheelwright (Mid-Level) GREEN (Stable)
68.3 124
Saddler (Mid-Level) GREEN (Stable)
68.3 125
Structural Waterproofing Installer (Mid-Level) GREEN (Stable)
68.2 126
Transmission Technician (Mid-Level) GREEN (Stable)
68.1 127
Marquee Erector (Mid-Level) GREEN (Stable)
68.0 128
Signalling Tester (Mid-Level) GREEN (Stable)
68.0 129
Crane Technician (Mid-Level) GREEN (Stable)
67.8 130
Sand Sculptor (Mid-Level) GREEN (Stable)
67.8 131
Traffic Marshal (Mid-Level) GREEN (Stable)
67.7 132
Insulation Worker, Mechanical (Mid-Level) GREEN (Stable)
67.6 133
Underfloor Heating Installer (Mid-Level) GREEN (Stable)
67.6 134
Ceiling Fixer (Mid-Level) GREEN (Stable)
67.6 135
Wind Farm Technician (Mid-Level) GREEN (Transforming)
67.6 136
Gilder (Mid-Level) GREEN (Stable)
67.5 137
Gas Distribution Engineer (Mid-Level) GREEN (Stable)
67.5 138
Diesel Mechanic / HGV Technician (Mid-Level) GREEN (Stable)
67.4 139
Water Mains Layer (Mid-Level) GREEN (Stable)
67.4 140
Cement Mason and Concrete Finisher (Mid-Level) GREEN (Stable)
67.3 141
Cavity Wall Insulation Installer (Mid-Level) GREEN (Stable)
67.3 142
Brow Artist (Mid-Level) GREEN (Stable)
67.3 143
Site Fitter (Mid-Level) GREEN (Transforming)
67.2 144
Coachbuilder (Mid-Level) GREEN (Stable)
67.2 145
Glazier (Mid-Level) GREEN (Stable)
67.2 146
EV Charging Infrastructure Technician (Mid-Level) GREEN (Transforming)
67.2 147
Manufactured Building and Mobile Home Installer (Mid-Level) GREEN (Stable)
67.0 148
Floor Layer, Except Carpet, Wood, and Hard Tiles (Mid-Level) GREEN (Stable)
67.0 149
Sewer Rehabilitation Operative (Mid-Level) GREEN (Transforming)
66.9 150
Millwright (Mid-Level) GREEN (Stable)
66.9 151
Sheet Metal Worker (Mid-Level) GREEN (Stable)
66.9 152
EV Technician (Automotive) (Mid-Level) GREEN (Transforming)
66.8 153
Memorial Mason (Mid-Level) GREEN (Stable)
66.7 154
Bow Maker / Archetier (Mid-Level) GREEN (Stable)
66.7 155
Paint Protection Film Installer / PPF Installer (Mid-Level) GREEN (Stable)
66.7 156
Flight Attendant (Mid-Level) GREEN (Transforming)
66.7 157
Satellite Communications Technician (Mid-Level) GREEN (Stable)
66.7 158
Engine Overhaul Technician — Aircraft MRO (Mid-Level) GREEN (Stable)
66.5 159
Composite Repair Technician -- Aviation (Mid-Level) GREEN (Stable)
66.5 160
Yacht Captain (Mid-to-Senior) GREEN (Stable)
66.5 161
Piano Rebuilder (Mid-Level) GREEN (Stable)
66.4 162
Lift Engineer (Mid-Level) GREEN (Stable)
66.4 163
Firestopping Surveyor (Mid-Level) GREEN (Transforming)
66.3 164
Helicopter Pilot (Mid-Level) GREEN (Transforming)
66.3 165
Marine Hotel Director (Mid-to-Senior) GREEN (Transforming)
66.2 166
Hospital Estates Operative (Mid-Level) GREEN (Stable)
66.1 167
Yacht Chef (Mid-Senior) GREEN (Stable)
66.1 168
Lash Technician (Mid-Level) GREEN (Transforming)
66.1 169
Reinforcing Iron and Rebar Workers (Mid-Level) GREEN (Stable)
65.9 170
Carbon Capture Technician (Mid-Level) GREEN (Stable)
65.8 171
Automatic Gate Installer (Mid-Level) GREEN (Stable)
65.7 172
Commercial Kitchen Extract Cleaner (Mid-Level) GREEN (Transforming)
65.6 173
Orbital Welder (Mid-Level) GREEN (Stable)
65.6 174
Building Surveyor -- RICS Chartered (Mid-Level) GREEN (Stable)
65.6 175
Platform Lift Service Engineer (Mid-Level) GREEN (Stable)
65.6 176
Kitchen Fitter (Mid-Level) GREEN (Stable)
65.6 177
Exhibition Stand Builder (Mid-Level) GREEN (Stable)
65.6 178
S&T Maintenance Technician (Mid-Level) GREEN (Stable)
65.6 179
HVAC Controls Technician (Mid-Level) GREEN (Transforming)
65.6 180
Cellar Technician / Beer Dispense Technician (Mid-Level) GREEN (Stable)
65.6 181
Track Worker / Plate Layer (Mid-Level) GREEN (Stable)
65.6 182
Pushback Driver (Mid-Level) GREEN (Stable)
65.6 183
Bus Driver, School (Mid-Level) GREEN (Stable)
65.5 184
Mobile Mechanic (Mid-Level) GREEN (Transforming)
65.4 185
Smoke Alarm and CO Detector Installer (Mid-Level) GREEN (Stable)
65.4 186
Stone Fixer (Mid-Level) GREEN (Stable)
65.4 187
Face Painter (Mid-Level) GREEN (Stable)
65.4 188
Pallbearer (Professional) (Mid-Level) GREEN (Stable)
65.4 189
Plasterer (Mid-Level) GREEN (Stable)
65.3 190
Astronaut (Mid-to-Senior) GREEN (Stable)
65.3 191
Gas Network Technician (Mid-Level) GREEN (Stable)
65.3 192
Permanent Makeup Artist (Mid-Level) GREEN (Stable)
65.3 193
Yacht Engineer (Mid-Level) GREEN (Stable)
65.2 194
Gravestone Conservator (Mid-Level) GREEN (Stable)
65.2 195
Scaffold Inspector (Mid-Level) GREEN (Transforming)
65.2 196
Carriage Driver (Mid-Level) GREEN (Stable)
65.2 197
Tow Truck Driver (Mid-Level) GREEN (Stable)
65.2 198
Airside Driver (Mid-Level) GREEN (Stable)
65.2 199
Ship Engineer (Mid-Level) GREEN (Transforming)
65.2 200
Security and Fire Alarm Systems Installers (Mid-Level) GREEN (Stable)
65.0 201
Basketmaker (Mid-Level) GREEN (Stable)
64.9 202
Woodturner (Mid-Level) GREEN (Stable)
64.9 203
Pit Crew Member — Motorsport (Mid-Level) GREEN (Stable)
64.8 204
Smart Meter Installer (Mid-Level) GREEN (Transforming)
64.8 205
Broadband / FTTP Installation Engineer (Mid-Level) GREEN (Stable)
64.8 206
Composting Site Operative (Mid-Level) GREEN (Stable)
64.7 207
Thatcher (Mid-Level) GREEN (Stable)
64.7 208
Embalmer (Mid-Level) GREEN (Stable)
64.6 209
Window Fitter / Door Installer (Mid-Level) GREEN (Stable)
64.5 210
Asbestos Removal Operative (Mid-Level) GREEN (Transforming)
64.5 211
Mechanical Door Repairer (Mid-Level) GREEN (Transforming)
64.4 212
Hydrant Technician (Mid-Level) GREEN (Stable)
64.4 213
Terrazzo Worker and Finisher (Mid-Level) GREEN (Stable)
64.3 214
Commercial Diver (Mid-Level) GREEN (Stable)
64.3 215
Pyrotechnics Technician — Theme Parks (Mid-Level) GREEN (Stable)
64.3 216
Landscape Gardener (Mid-Level) GREEN (Stable)
64.3 217
Driving Examiner (Mid-Level) GREEN (Transforming)
64.3 218
Electrical/Electronics Repairer, Powerhouse/Substation/Relay (Mid-Level) GREEN (Transforming)
64.3 219
Grid Balancing Operator (Mid-Level) GREEN (Transforming)
64.3 220
Industrial Carpet Cleaner (Mid-Level) GREEN (Stable)
64.3 221
Gutter Cleaner (Mid-Level) GREEN (Stable)
64.1 222
Dark Ride Maintenance Technician (Mid-Level) GREEN (Stable)
64.1 223
Vehicle Wrapper (Mid-Level) GREEN (Stable)
64.1 224
Insulation Worker, Floor, Ceiling, and Wall (Mid-Level) GREEN (Stable)
64.1 225
Hearse Driver (Mid-Level) GREEN (Stable)
64.1 226
Sauna Master / Aufguss Master (Mid-Level) GREEN (Stable)
64.0 227
Church Organ Tuner (Mid-Level) GREEN (Stable)
63.9 228
Stairlift Installer (Mid-Level) GREEN (Stable)
63.9 229
Classic Car Restorer (Mid-Level) GREEN (Stable)
63.9 230
Ghillie (Mid-Level) GREEN (Stable)
63.9 231
Harbour Master (Mid-Level) GREEN (Stable)
63.9 232
Dry Liner / Partition Fixer (Mid-Level) GREEN (Stable)
63.8 233
Access Control Installer (Mid-Level) GREEN (Stable)
63.7 234
CCTV Installer (Mid-Level) GREEN (Stable)
63.7 235
Auto Detailer (Mid-Level) GREEN (Stable)
63.7 236
Satellite and Aerial Installer (Mid-Level) GREEN (Stable)
63.6 237
Gas Safe Engineer (Mid-Level) GREEN (Stable)
63.6 238
Window Tinter (Mid-Level) GREEN (Stable)
63.5 239
Stump Grinder (Mid-Level) GREEN (Stable)
63.5 240
Organ Builder / Pipe Organ Builder (Mid-Level) GREEN (Stable)
63.5 241
Solar Thermal Installer (Mid-Level) GREEN (Transforming)
63.2 242
Damp Proofer (Mid-Level) GREEN (Stable)
63.2 243
Theme Park Ride Technician (Mid-Level) GREEN (Stable)
63.2 244
Wedding Cake Maker (Mid-Level) GREEN (Stable)
63.2 245
Structural Welder (Mid-Level) GREEN (Stable)
63.1 246
Exhaust Fitter (Mid-Level) GREEN (Stable)
63.1 247
Stucco Mason (Mid-Level) GREEN (Stable)
63.1 248
Building Automation / BMS Engineer (Mid-Level) GREEN (Transforming)
63.1 249
Carpenter (Mid-Level) GREEN (Stable)
63.1 250
Furniture Restorer (Mid-Level) GREEN (Stable)
63.1 251
Rabbit Controller (Mid-Level) GREEN (Stable)
63.1 252
Ship's Electrician / Marine Electrician (Mid-Level) GREEN (Transforming)
63.1 253
Cosmetic Repair Technician (Mid-Level) GREEN (Stable)
63.0 254
Private Butler (Mid-Level) GREEN (Transforming)
62.9 255
Rigging Supervisor (Mid-to-Senior) GREEN (Transforming)
62.8 256
Cemetery Worker (Entry-to-Mid Level) GREEN (Stable)
62.8 257
Captains, Mates, and Pilots of Water Vessels (Mid-Level) GREEN (Transforming)
62.8 258
Oven Cleaner (Mid-Level) GREEN (Stable)
62.8 259
Drain Clearance Operative (Mid-Level) GREEN (Stable)
62.7 260
Fire Alarm Engineer (Mid-Level) GREEN (Transforming)
62.7 261
Charter Boat Captain (Mid-Level) GREEN (Stable)
62.7 262
Luthier / Violin Maker (Mid-Level) GREEN (Stable)
62.6 263
Sewing Machine Repairer (Mid-Level) GREEN (Stable)
62.6 264
Landfill Operative (Mid-Level) GREEN (Stable)
62.6 265
Shopfitter (Mid-Level) GREEN (Stable)
62.4 266
Air Duct Cleaning Technician (Mid-Level) GREEN (Stable)
62.4 267
Armourer — Heritage Craft (Mid-Level) GREEN (Transforming)
62.4 268
Smart Home Installer (Mid-Level) GREEN (Transforming)
62.4 269
Drain Cleaning Engineer (Mid-Level) GREEN (Stable)
62.4 270
Permanent Way Inspector (Mid-Level) GREEN (Stable)
62.4 271
Marine Fitter (Mid-Level) GREEN (Transforming)
62.3 272
Telecoms Rigger (Mid-Level) GREEN (Stable)
62.3 273
Marine Fitter (Mid-Level) GREEN (Transforming)
62.3 274
Mortician, Undertaker, and Funeral Arranger (Mid-Level) GREEN (Stable)
62.3 275
Commercial Pilot (Mid-to-Senior) GREEN (Transforming)
62.2 276
Instrument Technician — Oil & Gas (Mid-Level) GREEN (Stable)
62.2 277
Chocolatier (Mid-Level) GREEN (Stable)
62.1 278
Performance Flying Director / Aerobatic Display Director (Mid-to-Senior) GREEN (Transforming)
62.0 279
Cruise Ship Production Manager (Mid-to-Senior) GREEN (Transforming)
62.0 280
Pressure Washer / Exterior Cleaner (Mid-Level) GREEN (Stable)
61.9 281
Piano Mover (Mid-Level) GREEN (Transforming)
61.9 282
Bus and Truck Mechanic / Diesel Engine Specialist (Mid-Level) GREEN (Transforming)
61.8 283
Leather Worker (Mid-Level) GREEN (Stable)
61.8 284
Chimney Sweep (Mid-Level) GREEN (Stable)
61.6 285
Boat Builder (Mid-Level) GREEN (Stable)
61.6 286
Yacht First Officer (Mid-Level) GREEN (Stable)
61.6 287
Airport Bird Scarer / Wildlife Hazard Manager (Mid-Level) GREEN (Transforming)
61.6 288
Process Safety Engineer — Oil & Gas (Mid-to-Senior) GREEN (Transforming)
61.6 289
SCADA Engineer (Mid-Level) GREEN (Transforming)
61.5 290
Pastry Chef (Mid-Senior) GREEN (Stable)
61.5 291
Ventilation Hygiene Engineer (Mid-Level) GREEN (Transforming)
61.4 292
Hot Tub Engineer (Mid-Level) GREEN (Stable)
61.4 293
Welding Fabricator (Mid-Level) GREEN (Stable)
61.4 294
Recreational Vehicle Service Technician (Mid-Level) GREEN (Transforming)
61.4 295
Falconer (Mid-Level) GREEN (Stable)
61.4 296
Adventure Guide — Cruise (Mid-Level) GREEN (Transforming)
61.4 297
District Heating Engineer (Mid-Level) GREEN (Transforming)
61.3 298
House Clearance Operative (Mid-Level) GREEN (Transforming)
61.2 299
Stateroom Steward — Cruise Ship (Entry-to-Mid) GREEN (Stable)
61.2 300
Cruise Ship Steward (Mid-Level) GREEN (Stable)
61.2 301
Automotive Glass Installer and Repairer (Mid-Level) GREEN (Stable)
61.1 302
Blacksmith (Mid-Level) GREEN (Stable)
61.1 303
Explosives Workers, Ordnance Handling Experts, and Blasters (Mid-Level) GREEN (Stable)
61.1 304
Drywall and Ceiling Tile Installer (Mid-Level) GREEN (Stable)
61.1 305
Harpsichord Maker (Mid-Level) GREEN (Transforming)
61.1 306
Removal Worker / Household Mover (Mid-Level) GREEN (Transforming)
61.1 307
Pneumatic Systems Technician (Mid-Level) GREEN (Stable)
61.0 308
Alloy Wheel Refurbisher (Mid-Level) GREEN (Transforming)
61.0 309
Apartment Maintenance Technician (Mid-Level) GREEN (Stable)
60.9 310
Master Jeweller (Mid-to-Senior) GREEN (Stable)
60.8 311
Interior Landscaper / Indoor Plant Specialist (Mid-Level) GREEN (Transforming)
60.8 312
Aircraft Painter (Mid-Level) GREEN (Stable)
60.8 313
Body Piercer (Mid-Level) GREEN (Stable)
60.8 314
Roof Bolters, Mining (Mid-Level) GREEN (Stable)
60.7 315
Rail Dispatcher / Train Controller (Mid-Level) GREEN (Transforming)
60.5 316
Marine Surveyor — Classification Society (Mid-Level) GREEN (Stable)
60.5 317
Signal and Track Switch Repairer (Mid-Level) GREEN (Stable)
60.4 318
Reservoir Keeper (Mid-Level) GREEN (Transforming)
60.4 319
Tattoo Artist (Mid-Level) GREEN (Transforming)
60.4 320
Livestock Auctioneer (Mid-Level) GREEN (Stable)
60.3 321
Fine Dining Server (Mid-Level) GREEN (Stable)
60.3 322
Yacht Stewardess (Mid-Level) GREEN (Stable)
60.3 323
Patient Transport Service Driver (PTS) (Mid-Level) GREEN (Stable)
60.0 324
Skincare Specialist (Mid-Level) GREEN (Transforming)
60.0 325
Aircraft Groomer / Cabin Cleaner (Mid-Level) GREEN (Stable)
59.8 326
Bouncy Castle Hire Operator / Inflatable Hire Operator (Mid-Level) GREEN (Stable)
59.8 327
Avionics Technician (Mid-Level) GREEN (Transforming)
59.4 328
Cruise Ship Environmental Officer (Mid-Level) GREEN (Transforming)
59.4 329
Holiday Park Entertainer (Entry-to-Mid Level) GREEN (Stable)
59.4 330
Beekeeper (Mid-Level) GREEN (Stable)
59.2 331
Horsebox Driver (Mid-Level) GREEN (Transforming)
59.2 332
Rail Car Repairer (Mid-Level) GREEN (Stable)
59.2 333
Cooper / Barrel Maker (Mid-Level) GREEN (Stable)
59.1 334
Protection and Relay Technician (Mid-Level) GREEN (Transforming)
59.0 335
Racecourse Groundsman (Mid-Level) GREEN (Stable)
58.8 336
Ordinary Seaman (Entry-Level) GREEN (Stable)
58.8 337
Mobile Hairdresser (Mid-Level) GREEN (Stable)
58.8 338
Shot Firer / Blaster — Mining (Mid-Level) GREEN (Stable)
58.7 339
Embroiderer (Mid-Level) GREEN (Transforming)
58.4 340
Track Machine Operator (Mid-Level) GREEN (Stable)
58.4 341
Coach Driver (Mid-Level) GREEN (Transforming)
58.4 342
Lighthouse Keeper (Mid-Level) GREEN (Stable)
58.4 343
Telecommunications Equipment Installer and Repairer (Mid-Level) GREEN (Stable)
58.4 344
Manicurist and Pedicurist (Mid-Level) GREEN (Transforming)
58.4 345
Professional Organiser / Declutter Consultant (Mid-Level) GREEN (Stable)
58.4 346
Barber (Mid-Level) GREEN (Transforming)
58.4 347
Lobster Fisherman (Mid-Level) GREEN (Stable)
58.1 348
Tanker Driver (Mid-Level) GREEN (Transforming)
58.1 349
Crematory Operator (Mid-Level) GREEN (Stable)
58.0 350
Exercise Trainer and Group Fitness Instructor (Mid-Level) GREEN (Transforming)
58.0 351
Aseptic Process Operator (Mid-Level) GREEN (Transforming)
57.9 352
Pump Station Engineer (Mid-Level) GREEN (Transforming)
57.8 353
Toji / Master Sake Brewer (Senior) GREEN (Stable)
57.6 354
Train Driver, UK Mainline (Mid-Level) GREEN (Transforming)
57.6 355
Hairdresser, Hairstylist, and Cosmetologist (Mid-Level) GREEN (Transforming)
57.6 356
Shepherd (Mid-Level) GREEN (Stable)
57.4 357
Hair Stylist (Mid-Level) GREEN (Stable)
57.4 358
Vessel Traffic Service Officer (Mid-Level) GREEN (Transforming)
57.3 359
Guest Experience Manager — Theme Park (Mid-Level) GREEN (Stable)
57.3 360
Horticultural Therapist (Mid-Level) GREEN (Transforming)
57.0 361
Narrowboat Skipper / Canal Boat Operator (Mid-Level) GREEN (Stable)
57.0 362
Hygiene Technician — Food Industry (Mid-Level) GREEN (Transforming)
56.9 363
Colour Technician / Hair Colourist (Mid-Level) GREEN (Stable)
56.9 364
Community Transport Driver (Mid-Level) GREEN (Transforming)
56.8 365
Upholsterer (Mid-Level) GREEN (Stable)
56.7 366
Sports Turf Manager (Mid-Level) GREEN (Transforming)
56.5 367
Car Transporter Driver (Mid-Level) GREEN (Transforming)
56.5 368
Fibre Optic Tester (Mid-Level) GREEN (Transforming)
56.5 369
Hydroelectric Plant Technician (Mid-Level) GREEN (Transforming)
56.3 370
Hydrogen Fuel Cell Technician (Mid-Level) GREEN (Transforming)
56.2 371
Manufacturing Business Owner / Factory Owner (Mid-to-Senior) GREEN (Transforming)
56.1 372
Aircraft Marshaller (Mid-Level) GREEN (Stable)
56.1 373
Bus Driver, Transit and Intercity (Mid-Level) GREEN (Transforming)
56.0 374
Hydrographic Surveyor (Mid-Level) GREEN (Stable)
55.9 375
Radiation Protection Adviser (Mid-Level) GREEN (Transforming)
55.7 376
Broadcast Transmission Engineer (Mid-Level) GREEN (Transforming)
55.7 377
Trawlerman (Mid-Level) GREEN (Stable)
55.6 378
Pumping Station Operator (Mid-Level) GREEN (Transforming)
55.6 379
Turbine Engineer — Gas/Steam (Mid-Level) GREEN (Stable)
55.6 380
Gamekeeper (Mid-Level) GREEN (Stable)
55.5 381
Moving Van Driver (Mid-Level) GREEN (Transforming)
55.4 382
Aircraft Interior Refurbisher (Mid-Level) GREEN (Stable)
55.3 383
Paratransit Driver (Mid-Level) GREEN (Transforming)
55.3 384
Chef / Head Cook (Mid-to-Senior) GREEN (Transforming)
55.3 385
Lock Keeper (Mid-Level) GREEN (Stable)
55.2 386
Funeral Attendant (Mid-Level) GREEN (Stable)
55.2 387
Precision Instrument and Equipment Repairer, All Other (Mid-Level) GREEN (Stable)
55.0 388
Greenkeeper (Mid-Level) GREEN (Transforming)
55.0 389
Pizzaiolo (Mid-Level) GREEN (Stable)
54.9 390
Swimming Pool Technician (Mid-Level) GREEN (Transforming)
54.6 391
Bosun / Boatswain (Mid-Level) GREEN (Stable)
54.5 392
Motorboat Operators (Mid-Level) GREEN (Stable)
54.5 393
NDT Technician (Mid-Level) GREEN (Transforming)
54.4 394
Stationary Engineer and Boiler Operator (Mid-Level) GREEN (Transforming)
54.3 395
Farmworker, Farm, Ranch, and Aquacultural Animals (Mid-Level) GREEN (Stable)
54.2 396
Port Operative (Mid-Level) GREEN (Transforming)
54.2 397
Anaerobic Digestion Plant Operator (Mid-Level) GREEN (Transforming)
54.2 398
Funeral Home Manager (Mid-to-Senior) GREEN (Transforming)
54.2 399
Decommissioning Engineer (Mid-Level) GREEN (Transforming)
54.1 400
Offshore Installation Manager (Senior) GREEN (Transforming)
54.0 401
Sewage Treatment Operator (Mid-Level) GREEN (Transforming)
53.9 402
Carbon Capture Plant Operator (Mid-Level) GREEN (Transforming)
53.9 403
Master Blender -- Whisky/Spirits (Mid-Senior) GREEN (Transforming)
53.8 404
Dock Master (Mid-Level) GREEN (Transforming)
53.8 405
Refuse Collection Vehicle Driver (Mid-Level) GREEN (Stable)
53.8 406
LGV Driver Class 2 (C) (Mid-Level) GREEN (Transforming)
53.8 407
Subsea Engineer (Mid-Level) GREEN (Transforming)
53.8 408
Transmission and Distribution Engineer (Mid-Level) GREEN (Transforming)
53.8 409
Tree Trimmer and Pruner (Mid-Level) GREEN (Transforming)
53.5 410
Campsite Warden (Mid-Level) GREEN (Transforming)
53.5 411
Building Cleaning Worker, All Other (Mid-Level) GREEN (Stable)
53.5 412
Irrigation Technician (Mid-Level) GREEN (Transforming)
53.1 413
Scrap Metal Dealer (Mid-Level) GREEN (Transforming)
53.0 414
Sewer Inspector / CCTV Drainage Surveyor (Mid-Level) GREEN (Transforming)
53.0 415
Water Hygiene Technician — Legionella (Mid-Level) GREEN (Transforming)
53.0 416
Animal Breeder (Mid-Level) GREEN (Stable)
52.8 417
Port Engineer (Mid-Level) GREEN (Transforming)
52.8 418
Electricity Grid Control Engineer (Mid-Level) GREEN (Transforming)
52.8 419
Port Lecturer / Destination Speaker (Mid-Level) GREEN (Transforming)
52.8 420
Sailors and Marine Oilers (Mid-Level) GREEN (Stable)
52.7 421
Rolling Stock Engine Tester (Mid-Level) GREEN (Transforming)
52.4 422
Water and Wastewater Treatment Plant Operator (Mid-Level) GREEN (Transforming)
52.4 423
Holiday Park Warden (Mid-Level) GREEN (Transforming)
52.4 424
Sommelier (Mid-Level) GREEN (Transforming)
52.3 425
Space Traffic Controller (Mid-Level) GREEN (Transforming)
52.1 426
Utility Systems Operator (Mid-Level) GREEN (Transforming)
52.1 427
Greaser (Industrial) (Mid-Level) GREEN (Transforming)
52.0 428
Metallurgical Manager (Mid-to-Senior) GREEN (Transforming)
51.9 429
Golf Course Superintendent (Mid-to-Senior) GREEN (Transforming)
51.9 430
Narrowboat Hire Manager (Mid-Level) GREEN (Transforming)
51.9 431
Mud Engineer / Drilling Fluids Engineer (Mid-Level) GREEN (Transforming)
51.7 432
Salon Manager (Mid-Level) GREEN (Transforming)
51.7 433
Charity Shop Volunteer Coordinator (Mid-Level) GREEN (Stable)
51.6 434
Cruise Director (Mid-to-Senior) GREEN (Transforming)
51.6 435
Brewmaster (Senior) GREEN (Stable)
51.6 436
Laser Hair Removal Technician (Mid-Level) GREEN (Transforming)
51.6 437
Legionella Risk Assessor (Mid-Level) GREEN (Transforming)
51.5 438
HSE Advisor — Oil & Gas (Mid-Level) GREEN (Transforming)
51.5 439
Ride Operator Supervisor — Theme Park (Mid-Level) GREEN (Stable)
51.5 440
Pipeline Integrity Engineer (Mid-Level) GREEN (Transforming)
51.4 441
E-Waste Recycling Technician (Mid-Level) GREEN (Transforming)
51.3 442
Ground Handling Agent (Mid-Level) GREEN (Stable)
51.3 443
Maid / Housekeeping Cleaner (Mid-Level) GREEN (Stable)
51.3 444
Car Valeter (Mid-Level) GREEN (Stable)
51.3 445
Funeral Celebrant (Mid-Level) GREEN (Transforming)
51.3 446
Tea Master / Tea Sommelier (Mid-Level) GREEN (Transforming)
51.3 447
Sake Brewer / Toji (Mid-to-Senior) GREEN (Transforming)
51.2 448
Farmer, Rancher, and Other Agricultural Manager (Mid-Level) GREEN (Transforming)
51.2 449
B&B / Guest House Owner (Mid-Level) GREEN (Transforming)
51.2 450
Woodland Restoration Worker (Mid-Level) GREEN (Stable)
51.1 451
Curtain Maker (Mid-Level) GREEN (Transforming)
50.9 452
Aviation Surveillance and Code Coordination Manager (Mid-Level) GREEN (Transforming)
50.9 453
Mixologist (Mid-Level) GREEN (Transforming)
50.9 454
Vehicle Dismantler (Mid-Level) GREEN (Stable)
50.6 455
Coffin Maker (Mid-Level) GREEN (Transforming)
50.6 456
Ramp Agent / Ground Handler (Mid-Level) GREEN (Stable)
50.6 457
Leather Wet Processing Department Manager (Mid-Level) GREEN (Transforming)
50.5 458
Helmsman (Mid-Level) GREEN (Transforming)
50.5 459
Aviation Communications and Frequency Coordination Manager (Mid-Level) GREEN (Transforming)
50.3 460
Battery Storage Engineer (Mid-Level) GREEN (Transforming)
50.2 461
Theme Park Operations Manager (Mid-to-Senior) GREEN (Transforming)
50.2 462
Karaoke Host / KJ (Mid-Level) GREEN (Transforming)
50.2 463
Fishing and Hunting Workers (Mid-Level) GREEN (Stable)
50.1 464
Wastewater Process Engineer (Mid-Level) GREEN (Transforming)
50.1 465
School Bus Monitor (Mid-Level) GREEN (Transforming)
50.0 466
Cook, Private Household (Mid-Level) GREEN (Transforming)
49.9 467
Aircraft De-Icer Operator (Mid-Level) GREEN (Stable)
49.8 468
Trichologist (Mid-to-Senior Level) GREEN (Transforming)
49.8 469
Sous Chef (Mid-Level) GREEN (Transforming)
49.8 470
Arborist Consultant (Mid-to-Senior) GREEN (Transforming)
49.7 471
Flight Dispatcher (Mid-Level) GREEN (Transforming)
49.7 472
Station Master / Station Manager (Mid-to-Senior) GREEN (Transforming)
49.5 473
Wedding Celebrant (Mid-Level) GREEN (Transforming)
49.5 474
Bartender (Mid-Level) GREEN (Transforming)
49.5 475
Head Brewer (Mid-to-Senior) GREEN (Transforming)
49.4 476
Aircraft Fueller (Mid-Level) GREEN (Transforming)
49.4 477
Music Venue Manager (Mid-Level) GREEN (Transforming)
49.4 478
Funeral Arranger (Mid-Level) GREEN (Transforming)
49.4 479
Nuclear Technician (Mid-Level) GREEN (Transforming)
49.3 480
Dairy Herdsperson (Mid-Level) GREEN (Transforming)
49.1 481
Electrolytic Cell Maker (Mid-Level) GREEN (Transforming)
49.0 482
Manufacturing Technician (Mid-Level) GREEN (Transforming)
48.9 483
OSP Engineer — Outside Plant (Mid-Level) GREEN (Transforming)
48.9 484
Mission Controller (Mid-Level) GREEN (Transforming)
48.8 485
Wine Maker / Oenologist (Mid-to-Senior) GREEN (Transforming)
48.7 486
Extraction Technician — Cannabis (Mid-Level) GREEN (Transforming)
48.7 487
Ship's Cook / Marine Cook (Mid-Level) GREEN (Stable)
48.7 488
Water Sampling Officer (Mid-Level) GREEN (Transforming)
48.7 489
Cheese Maker (Mid-Level) GREEN (Transforming)
48.6 490
Health Physics Technician / Radiation Protection Technician (Mid-Level) GREEN (Transforming)
48.5 491
Postal Service Mail Carrier (Mid-Level) GREEN (Transforming)
48.4 492
Hotel Housekeeper (Entry-to-Mid Level) GREEN (Transforming)
48.0

YELLOW Zone: Augmented, Not Replaced

🇺🇸 26.3M US workers hold 367 blue-collar roles that land in the YELLOW zone — scores between 33 and 47. These roles aren't disappearing, but technology is changing how the work gets done. GPS-guided equipment, automated monitoring systems, and sensor-driven diagnostics are augmenting these roles. Workers who embrace these tools become more productive. The work changes — but the workers remain essential.

1
Sewers, Hand (Mid-Level) YELLOW (Moderate)
47.9 2
Energy Assessor / EPC Assessor (Mid-Level) YELLOW (Urgent)
47.9 3
Clean Water Process Engineer (Mid-Level) YELLOW (Urgent)
47.8 4
Ice Cream Maker / Gelato Maker (Mid-Level) YELLOW (Moderate)
47.7 5
Train Guard (Mid-Level) YELLOW (Urgent)
47.7 6
Pub Landlord (Mid-Level) YELLOW (Moderate)
47.7 7
Shore Excursion Manager (Mid-Level) YELLOW (Moderate)
47.6 8
Underground Mining Machine Operators, All Other (Mid-Level) YELLOW (Moderate)
47.4 9
Farm Manager (Mid-Level) YELLOW (Moderate)
47.3 10
Farmworker and Laborer, Crop, Nursery, and Greenhouse (Entry Level) YELLOW (Moderate)
47.1 11
Duty Manager (Mid-Level) YELLOW (Moderate)
47.1 12
Spa Manager (Mid-Level) YELLOW (Urgent)
47.1 13
Railroad Conductor and Yardmaster (Mid-Level) YELLOW (Moderate)
47.0 14
Banquet Server (Mid-Level) YELLOW (Moderate)
47.0 15
Thermal Spray Coater (Mid-Level) YELLOW (Moderate)
46.8 16
Soft Play Centre Manager (Mid-Level) YELLOW (Urgent)
46.8 17
Barista (Entry-to-Mid Level) YELLOW (Moderate)
46.6 18
Platform Attendant (Mid-Level) YELLOW (Moderate)
46.3 19
Waiter / Waitress (Mid-Level) YELLOW (Moderate)
46.3 20
Train Guard / Conductor (UK) (Mid-Level) YELLOW (Urgent)
46.2 21
Road Safety Officer (Mid-Level) YELLOW (Urgent)
46.2 22
Nightclub Manager (Mid-Level) YELLOW (Urgent)
45.9 23
Concentrate Processor — Cannabis (Mid-Level) YELLOW (Moderate)
45.8 24
Wastewater Process Scientist (Mid-Level) YELLOW (Moderate)
45.8 25
Attractions Manager (Mid-Level) YELLOW (Urgent)
45.8 26
Incinerator Plant Operator (Mid-Level) YELLOW (Urgent)
45.7 27
Distiller (Mid-Level) YELLOW (Moderate)
45.6 28
Textile Lab Technician (Mid-Level) YELLOW (Moderate)
45.6 29
First-Line Supervisor of Landscaping, Lawn Service, and Groundskeeping Workers (Mid-Level) YELLOW (Moderate)
45.6 30
Specialist Wine Seller / Wine Shop Manager (Mid-Level) YELLOW (Moderate)
45.6 31
Semiconductor Processing Technician (Mid-Level) YELLOW (Urgent)
45.5 32
Night Porter (Mid-Level) YELLOW (Moderate)
45.5 33
Biomass Plant Operator (Mid-Level) YELLOW (Urgent)
45.4 34
Pet Shop Manager (Mid-Level) YELLOW (Moderate)
45.4 35
Delicatessen Specialist (Mid-Level) YELLOW (Urgent)
45.4 36
Structural Metal Fabricators and Fitters (Mid-Level) YELLOW (Moderate)
45.2 37
Composites Technician (Mid-Level) YELLOW (Urgent)
45.2 38
Drone Pilot — Commercial (Mid-Level) YELLOW (Moderate)
45.2 39
Cook, Restaurant — Line Cook (Mid-Level) YELLOW (Urgent)
45.2 40
First-Line Supervisor of Housekeeping and Janitorial Workers (Mid-Level) YELLOW (Moderate)
45.1 41
Conference and Banqueting Manager (Mid-Level) YELLOW (Moderate)
45.1 42
Cleaning Supervisor (Mid-Level) YELLOW (Moderate)
45.1 43
Aircraft Service Attendant (Mid-Level) YELLOW (Moderate)
44.9 44
Wedding Florist (Mid-Level) YELLOW (Moderate)
44.9 45
First-Line Supervisor of Food Preparation and Serving Workers (Mid-Level) YELLOW (Moderate)
44.8 46
Dark Kitchen Chef / Ghost Kitchen Chef (Mid-Level) YELLOW (Moderate)
44.7 47
Ironing Service Operative (Mid-Level) YELLOW (Moderate)
44.6 48
Faller (Mid-Level) YELLOW (Moderate)
44.5 49
Restaurant General Manager (Mid-to-Senior) YELLOW (Moderate)
44.5 50
Hotel General Manager (Mid-to-Senior) YELLOW (Moderate)
44.5 51
Garden Centre Manager (Mid-to-Senior) YELLOW (Moderate)
44.3 52
Train Guard / Conductor (Mid-Level) YELLOW (Urgent)
44.3 53
Dispensary Manager (Mid-to-Senior) YELLOW (Urgent)
44.2 54
Wine Merchant (Mid-Level) YELLOW (Moderate)
44.2 55
Dating Service Consultant / Matchmaker (Mid-Level) YELLOW (Moderate)
44.2 56
Greengrocer (Mid-Level) YELLOW (Moderate)
44.2 57
Gambling Manager (Mid-to-Senior) YELLOW (Moderate)
44.1 58
Canteen Manager / Staff Restaurant Manager (Mid-Level) YELLOW (Moderate)
44.0 59
Aircraft Structure, Surfaces, Rigging, and Systems Assembler (Mid-Level) YELLOW (Moderate)
43.9 60
Line Cook (Mid-Level) YELLOW (Urgent)
43.9 61
Laundromat Attendant / Laundrette Attendant (Mid-Level) YELLOW (Moderate)
43.9 62
Tailor, Dressmaker, and Custom Sewer (Mid-Level) YELLOW (Moderate)
43.9 63
Plant and System Operator, All Other (Mid-Level) YELLOW (Urgent)
43.8 64
Lodging Manager (Mid-to-Senior) YELLOW (Urgent)
43.8 65
Tree Inspector (Mid-Level) YELLOW (Moderate)
43.7 66
Habitat and Species Restoration Lead (Mid-Level) YELLOW (Moderate)
43.7 67
Landscaping and Groundskeeping Worker (Mid-Level) YELLOW (Moderate)
43.6 68
Sushi Chef (Mid-Level) YELLOW (Urgent)
43.6 69
Power Plant Operators (Mid-Level) YELLOW (Urgent)
43.4 70
Fashion Showroom Manager (Mid-Level) YELLOW (Moderate)
43.3 71
Agronomist (Mid-Level) YELLOW (Urgent)
43.2 72
Market Trader (Mid-Level) YELLOW (Urgent)
43.2 73
Agricultural Inspector (Mid-Level) YELLOW (Urgent)
43.1 74
Food Service Manager (Mid-Level) YELLOW (Urgent)
43.1 75
Personal Care and Service Workers, All Other (Mid-Level) YELLOW (Moderate)
43.1 76
Cheesemonger (Mid-Level) YELLOW (Moderate)
43.0 77
Edibles Chef — Cannabis (Mid-Level) YELLOW (Moderate)
42.9 78
Gambling Dealer (Mid-Level) YELLOW (Moderate)
42.9 79
Port Operations Manager (Mid-Level) YELLOW (Urgent)
42.8 80
CATV Technician (Mid-Level) YELLOW (Urgent)
42.8 81
Solar PV Design Engineer (Mid-Level) YELLOW (Urgent)
42.8 82
Tour Operator Representative (Mid-Level) YELLOW (Moderate)
42.7 83
Resort Activities Coordinator (Mid-Level) YELLOW (Moderate)
42.5 84
Retail Store Manager (Mid-to-Senior) YELLOW (Urgent)
42.5 85
Street Food Vendor (Mid-Level) YELLOW (Moderate)
42.4 86
First-Line Supervisors of Farming, Fishing, and Forestry Workers (Mid-to-Senior) YELLOW (Moderate)
42.2 87
Lawn Care Technician (Mid-Level) YELLOW (Moderate)
42.2 88
Airfield Operations Specialist (Mid-Level) YELLOW (Urgent)
42.1 89
Cannabis Quality Manager (Mid-to-Senior) YELLOW (Urgent)
41.9 90
First-Line Supervisors of Gambling Services Workers (Mid-to-Senior) YELLOW (Moderate)
41.9 91
Grounds Maintenance Workers, All Other (Mid-Level) YELLOW (Moderate)
41.7 92
Lawn Care Worker (Entry-to-Mid Level) YELLOW (Urgent)
41.7 93
HACCP Manager (Mid-to-Senior) YELLOW (Urgent)
41.5 94
Hemp Processor (Mid-Level) YELLOW (Urgent)
41.5 95
Railroad Brake, Signal, and Switch Operators and Locomotive Firers (Mid-Level) YELLOW (Urgent)
41.4 96
Rail Yard Engineers, Dinkey Operators, and Hostlers (Mid-Level) YELLOW (Moderate)
41.4 97
Molders, Shapers, and Casters, Except Metal and Plastic (Mid-Level) YELLOW (Moderate)
41.3 98
Assistant Director of Sales — Hospitality (Mid-Level) YELLOW (Moderate)
41.3 99
Alterations Tailor (Mid-Level) YELLOW (Moderate)
41.2 100
Coffee Roaster (Mid-Level) YELLOW (Moderate)
41.1 101
Green Deal Assessor / Retrofit Assessor (Mid-Level) YELLOW (Moderate)
41.0 102
Water Quality Analyst (Mid-Level) YELLOW (Urgent)
41.0 103
Fishmonger (Mid-Level) YELLOW (Moderate)
41.0 104
Corrugator Operator (Mid-Level) YELLOW (Urgent)
40.9 105
Loadmaster (Mid-Level) YELLOW (Urgent)
40.8 106
Rubber Technologist (Mid-Level) YELLOW (Urgent)
40.6 107
Shoe and Leather Workers and Repairers (Mid-Level) YELLOW (Moderate)
40.5 108
Airport Baggage Handler (Entry-to-Mid Level) YELLOW (Moderate)
40.5 109
Production Chemist — Oil & Gas (Mid-Level) YELLOW (Moderate)
40.5 110
Wedding Planner (Mid-Level) YELLOW (Moderate)
40.5 111
Events Coordinator (Mid-Level) YELLOW (Urgent)
40.5 112
Hotel Operations Manager (Mid-Level) YELLOW (Urgent)
40.5 113
Kitchen Manager (Mid-Level) YELLOW (Urgent)
40.3 114
Metal-Refining Furnace Operator and Tender (Mid-Level) YELLOW (Urgent)
40.2 115
Clean Room Operator (Mid-Level) YELLOW (Urgent)
40.2 116
Pourers and Casters, Metal (Mid-Level) YELLOW (Moderate)
40.1 117
Tank Car, Truck, and Ship Loader (Mid-Level) YELLOW (Urgent)
40.1 118
Toolpusher / Drilling Supervisor (Mid-Level) YELLOW (Urgent)
40.0 119
School Cook (Mid-Level) YELLOW (Urgent)
40.0 120
Baker (Mid-Level) YELLOW (Moderate)
40.0 121
Tattoo Removal Technician (Mid-Level) YELLOW (Transforming)
39.9 122
Textile, Leather and Footwear Researcher (Mid-Level) YELLOW (Urgent)
39.8 123
Deviation Investigator — Pharma (Mid-Level) YELLOW (Urgent)
39.8 124
Event Manager (Mid-Level) YELLOW (Moderate)
39.8 125
Cider Maker (Mid-Level) YELLOW (Urgent)
39.5 126
Philatelist / Stamp Dealer (Mid-Level) YELLOW (Urgent)
39.5 127
Loading and Moving Machine Operator, Underground Mining (Mid-Level) YELLOW (Urgent)
39.4 128
RF Planning Engineer (Mid-Level) YELLOW (Urgent)
39.3 129
Gas Plant Operators (Mid-Level) YELLOW (Urgent)
39.2 130
Online Reseller (Mid-Level) YELLOW (Moderate)
39.2 131
Wellhead Pumpers (Mid-Level) YELLOW (Moderate)
39.1 132
Tool Setter (Mid-Level) YELLOW (Moderate)
38.8 133
Numismatist / Coin Dealer (Mid-Level) YELLOW (Urgent)
38.8 134
Cook, Institution and Cafeteria (Mid-Level) YELLOW (Urgent)
38.8 135
Agricultural Workers, All Other (Mid-Level) YELLOW (Urgent)
38.7 136
Landscape Designer (Mid-Level) YELLOW (Moderate)
38.7 137
Arboricultural Officer (Mid-Level) YELLOW (Urgent)
38.7 138
Third-Party Logistics (3PL) Account Manager (Mid-Level) YELLOW (Urgent)
38.7 139
Floral Designer (Mid-Level) YELLOW (Moderate)
38.7 140
Boutique Clothing Seller / Boutique Sales Consultant (Mid-Level) YELLOW (Urgent)
38.7 141
Sterilisation Technician (Mid-Level) YELLOW (Urgent)
38.6 142
Press Shop Operator (Mid-Level) YELLOW (Urgent)
38.5 143
Food Safety Auditor (Mid-Level) YELLOW (Urgent)
38.4 144
Additive Manufacturing Technician (Mid-Level) YELLOW (Transforming)
38.4 145
Print Production Manager (Mid-to-Senior) YELLOW (Urgent)
38.3 146
Tanning Technician (Mid-Level) YELLOW (Urgent)
38.3 147
Passenger Attendant (Mid-Level) YELLOW (Moderate)
38.3 148
Camping Ground Manager / Holiday Park Manager (Mid-Level) YELLOW (Urgent)
38.3 149
Butcher and Meat Cutter (Mid-Level) YELLOW (Moderate)
38.1 150
Used Car Dealer (Mid-Level) YELLOW (Moderate)
38.0 151
Quality Auditor — Manufacturing (Mid-Level) YELLOW (Urgent)
37.9 152
Forest and Conservation Workers (Mid-Level) YELLOW (Moderate)
37.9 153
Motor Vehicle Operators, All Other (Mid-Level) YELLOW (Moderate)
37.9 154
Specialist Bookseller (Mid-Level) YELLOW (Urgent)
37.9 155
Water Treatment Chemist (Mid-Level) YELLOW (Urgent)
37.8 156
Logging Equipment Operators (Mid-Level) YELLOW (Moderate)
37.7 157
Maltster (Mid-Level) YELLOW (Urgent)
37.6 158
Stamping Die Setter (Mid-Level) YELLOW (Urgent)
37.6 159
Forest and Conservation Technician (Mid-Level) YELLOW (Moderate)
37.6 160
Bowling Alley Manager (Mid-Level) YELLOW (Urgent)
37.6 161
Warehouse Manager (Mid-to-Senior) YELLOW (Urgent)
37.4 162
Spring Maker (Mid-Level) YELLOW (Urgent)
37.3 163
Chemical Plant and System Operators (Mid-Level) YELLOW (Urgent)
37.1 164
EV Battery Module Assembly Technician (Mid-Level) YELLOW (Urgent)
37.1 165
Completions Engineer (Mid-Level) YELLOW (Urgent)
37.1 166
First-Line Supervisor of Production and Operating Workers (Mid-to-Senior) YELLOW (Urgent)
37.0 167
Medical Courier (Mid-Level) YELLOW (Urgent)
37.0 168
Psychic / Medium (Mid-Level) YELLOW (Moderate)
37.0 169
Attraction Attendant — Theme Park (Entry-to-Mid Level) YELLOW (Urgent)
37.0 170
Picture Framer (Mid-Level) YELLOW (Moderate)
37.0 171
Gauger (Mid-Level) YELLOW (Moderate)
36.8 172
Process Development Technologist (Mid-Level) YELLOW (Moderate)
36.8 173
Transportation, Storage, and Distribution Manager (Mid-to-Senior) YELLOW (Urgent)
36.8 174
Well Test Engineer (Mid-Level) YELLOW (Urgent)
36.8 175
Jeweler and Precious Stone and Metal Worker (Mid-Level) YELLOW (Moderate)
36.7 176
Flexographic Printer (Mid-Level) YELLOW (Urgent)
36.6 177
Painting, Coating, and Decorating Worker (Mid-Level) YELLOW (Moderate)
36.6 178
Dangerous Goods Safety Adviser (Mid-Level) YELLOW (Urgent)
36.5 179
Production Technician — Oil & Gas (Mid-Level) YELLOW (Urgent)
36.5 180
Deli Counter Assistant (Mid-Level) YELLOW (Urgent)
36.4 181
Dock Worker / Longshoreman (Mid-Level) YELLOW (Urgent)
36.3 182
Pub Quiz Host / Quiz Master (Mid-Level) YELLOW (Urgent)
36.3 183
Transport Planner (Mid-Level) YELLOW (Urgent)
36.2 184
Coiled Tubing Operator (Mid-Level) YELLOW (Moderate)
36.2 185
RF Optimisation Engineer (Mid-Level) YELLOW (Urgent)
36.2 186
Antiques Dealer (Mid-Level) YELLOW (Moderate)
36.2 187
Theme Park Ride Operator (Mid-Level) YELLOW (Urgent)
36.2 188
Cruise Ship Photographer (Mid-Level) YELLOW (Urgent)
36.2 189
Dairy Technologist (Mid-Level) YELLOW (Urgent)
36.1 190
Locomotive Engineer (Mid-Level) YELLOW (Urgent)
36.1 191
Truck Driver (Long-Haul / OTR, CDL-A, Mid-Career) YELLOW (Urgent)
36.0 192
Owner-Operator Truck Driver (Mid-Level) YELLOW (Urgent)
36.0 193
HGV Driver Class 1 (Cat C+E, Mid-Level) YELLOW (Urgent)
36.0 194
Auctioneer (Mid-Level) YELLOW (Urgent)
36.0 195
Chemical Equipment Operator and Tender (Mid-Level) YELLOW (Urgent)
35.9 196
Process Operator — Manufacturing (Mid-Level) YELLOW (Urgent)
35.9 197
Excavating and Loading Machine and Dragline Operator, Surface Mining (Mid-Level) YELLOW (Moderate)
35.8 198
Escape Room Game Master (Mid-Level) YELLOW (Moderate)
35.8 199
Ground Operations Coordinator (Mid-Level) YELLOW (Urgent)
35.7 200
Drilling Engineer (Mid-Level) YELLOW (Urgent)
35.6 201
Dry Cleaner (Mid-Level) YELLOW (Urgent)
35.6 202
Heritage Tour Guide (Mid-Level) YELLOW (Moderate)
35.6 203
Waterjet Cutting Operator (Mid-Level) YELLOW (Urgent)
35.5 204
Label Printing Operator (Mid-Level) YELLOW (Urgent)
35.2 205
Transportation Workers, All Other (Mid-Level) YELLOW (Urgent)
35.2 206
Baggage Porter and Bellhop (Mid-Level) YELLOW (Moderate)
35.2 207
Long-Haul Trucker (Mid-Level) YELLOW (Urgent)
35.1 208
Petroleum Pump System Operators, Refinery Operators, and Gaugers (Mid-Level) YELLOW (Urgent)
35.1 209
Wireline Operator (Mid-Level) YELLOW (Moderate)
35.1 210
Ship Chandler (Mid-Level) YELLOW (Urgent)
35.0 211
Aircraft Cargo Handling Supervisors (Mid-to-Senior) YELLOW (Urgent)
35.0 212
Driver/Sales Worker (Mid-Level) YELLOW (Urgent)
35.0 213
Antiquarian Bookseller (Mid-Level) YELLOW (Urgent)
35.0 214
Demonstrator and Product Promoter (Mid-Level) YELLOW (Moderate)
35.0 215
Logging Workers, All Other (Mid-Level) YELLOW (Urgent)
34.7 216
Casino Host (Mid-Level) YELLOW (Urgent)
34.7 217
First-Line Supervisor of Retail Sales Workers (Mid-Level) YELLOW (Moderate)
34.7 218
Newspaper Delivery Worker (Entry-Level) YELLOW (Moderate)
34.6 219
Event Freight Coordinator (Mid-Level) YELLOW (Urgent)
34.5 220
Energy Trader (Mid-Level) YELLOW (Urgent)
34.3 221
Car Salesperson (Mid-Level) YELLOW (Moderate)
34.3 222
Paint Sprayer / Industrial Painter (Mid-Level) YELLOW (Moderate)
34.2 223
Grinding and Polishing Workers, Hand (Mid-Level) YELLOW (Moderate)
34.0 224
Beverage Filtration Technician (Mid-Level) YELLOW (Urgent)
33.8 225
CNC Machine Operator (Mid-Level) YELLOW (Urgent)
33.8 226
Fleet Manager (Mid-to-Senior) YELLOW (Urgent)
33.8 227
Pawnbroker (Mid-Level) YELLOW (Urgent)
33.8 228
Flour Miller (Mid-Level) YELLOW (Urgent)
33.7 229
Lamination Machine Operator (Mid-Level) YELLOW (Urgent)
33.6 230
Telecoms Network Planner (Mid-Level) YELLOW (Urgent)
33.6 231
Fast Food Shift Manager (Mid-Level) YELLOW (Moderate)
33.6 232
Medical Device Assembler (Mid-Level) YELLOW (Urgent)
33.5 233
Motorcycle Courier (Mid-Level) YELLOW (Moderate)
33.5 234
Derrick Operators, Oil and Gas (Mid-Level) YELLOW (Moderate)
33.5 235
Pharmaceutical Manufacturing Operator (Mid-Level) YELLOW (Urgent)
33.4 236
Industrial Production Manager (Mid-to-Senior) YELLOW (Urgent)
33.4 237
School Dinner Lady / Canteen Worker (Entry-to-Mid Level) YELLOW (Urgent)
33.3 238
First Article Inspector (Mid-Level) YELLOW (Urgent)
33.2 239
Bag Making Machine Operator (Mid-Level) YELLOW (Urgent)
33.2 240
Swimming Pool Cleaner (Mid-Level) YELLOW (Urgent)
33.0 241
Gravure Press Operator (Mid-Level) YELLOW (Urgent)
32.8 242
Trim and Final Assembly Operator (Mid-Level) YELLOW (Urgent)
32.8 243
Assayer (Mid-Level) YELLOW (Urgent)
32.8 244
Ride Operator — Theme Park (Entry-to-Mid) YELLOW (Urgent)
32.6 245
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setter, Operator, and Tender (Mid-Level) YELLOW (Urgent)
32.5 246
Cannabis Compliance Officer (Mid-Level) YELLOW (Urgent)
32.5 247
Food Preparation and Serving Related Workers, All Other (Mid-Level) YELLOW (Urgent)
32.4 248
Cook, All Other (Mid-Level) YELLOW (Urgent)
32.4 249
Agricultural Technician (Mid-Level) YELLOW (Urgent)
32.3 250
Extraction Workers, All Other (Mid-Level) YELLOW (Urgent)
32.2 251
Reservoir Engineer (Mid-Level) YELLOW (Urgent)
32.0 252
Key Cutter (Mid-Level) YELLOW (Urgent)
32.0 253
Cafeteria Worker (Entry-to-Mid) YELLOW (Urgent)
31.9 254
Mudlogger / Wellsite Geologist (Entry-to-Mid Level) YELLOW (Urgent)
31.7 255
Powertrain Assembly Fitter (Mid-Level) YELLOW (Urgent)
31.6 256
Mystery Shopper (Mid-Level) YELLOW (Urgent)
31.6 257
Electroplater (Mid-Level) YELLOW (Urgent)
31.4 258
Busser (Entry-to-Mid Level) YELLOW (Urgent)
31.4 259
Merchandise Displayer and Window Trimmer (Mid-Level) YELLOW (Urgent)
31.4 260
Bottling Line Operative (Mid-Level) YELLOW (Urgent)
31.3 261
Brewery / Distillery Operative (Mid-Level) YELLOW (Urgent)
31.2 262
Tour and Travel Guide (Mid-Level) YELLOW (Moderate)
31.2 263
Light Truck Driver (Mid-Level) YELLOW (Urgent)
31.1 264
Power Distributor and Dispatcher (Mid-Level) YELLOW (Urgent)
31.1 265
Black Cab Driver — Knowledge of London (Mid-Level) YELLOW (Urgent)
31.0 266
Ship Broker (Mid-Level) YELLOW (Urgent)
31.0 267
Cooling and Freezing Equipment Operator and Tender (Mid-Level) YELLOW (Urgent)
30.9 268
First-Line Supervisor of Transportation and Material Moving Workers (Mid-to-Senior) YELLOW (Urgent)
30.8 269
Dining Room and Cafeteria Attendant and Bartender Helper (Entry-Level) YELLOW (Urgent)
30.8 270
Ghost Kitchen Manager (Mid-Level) YELLOW (Urgent)
30.8 271
Customs Broker (Mid-Level) YELLOW (Urgent)
30.7 272
Pawnbroker Assistant (Mid-Level) YELLOW (Urgent)
30.7 273
Cable and Harness Assembler (Mid-Level) YELLOW (Moderate)
30.4 274
Maintenance Workers, Machinery (Mid-Level) YELLOW (Urgent)
30.3 275
Wire Drawing Operative (Mid-Level) YELLOW (Urgent)
30.2 276
Laborer and Freight, Stock, and Material Mover (Mid-Level) YELLOW (Urgent)
29.9 277
Yard Jockey / Shunt Driver (Mid-Level) YELLOW (Urgent)
29.8 278
Yacht Purser (Mid-Level) YELLOW (Urgent)
29.8 279
Diamond Grader (Mid-Level) YELLOW (Moderate)
29.7 280
Vending Machine Route Operator (Mid-Level) YELLOW (Urgent)
29.5 281
Galvaniser (Mid-Level) YELLOW (Urgent)
29.4 282
Metrology Technician (Mid-Level) YELLOW (Urgent)
29.4 283
Packaging and Filling Machine Operator (Mid-Level) YELLOW (Urgent)
29.3 284
QC Analyst — Pharmaceutical (Mid-Level) YELLOW (Urgent)
29.3 285
Extract Mixer Tester (Mid-Level) YELLOW (Urgent)
29.3 286
Pesticide Handler, Sprayer, and Applicator, Vegetation (Mid-Level) YELLOW (Urgent)
29.3 287
Subscription Box Curator (Mid-Level) YELLOW (Urgent)
29.3 288
Fruit and Vegetable Canner (Mid-Level) YELLOW (Urgent)
29.2 289
Prep Cook (Entry-to-Mid Level) YELLOW (Urgent)
29.2 290
Cook, Short Order (Mid-Level) YELLOW (Urgent)
29.1 291
Usher, Lobby Attendant, and Ticket Taker (Mid-Level) YELLOW (Urgent)
29.1 292
Amusement and Recreation Attendant (Entry-Level) YELLOW (Moderate)
29.1 293
Production Operator (Mid-Level) YELLOW (Urgent)
29.0 294
Machine Minder (Mid-Level) YELLOW (Urgent)
28.9 295
Shampooer (Entry-to-Mid Level) YELLOW (Urgent)
28.9 296
Rubber Compounder (Mid-Level) YELLOW (Urgent)
28.8 297
Beauty Consultant (Mid-Level) YELLOW (Urgent)
28.8 298
Tram Driver (Mid-Level) YELLOW (Urgent)
28.7 299
Betting Shop Manager (Mid-Level) YELLOW (Moderate)
28.5 300
Online Grocery Picker / Click & Collect Operative (Entry-to-Mid) YELLOW (Urgent)
28.3 301
Multi-Drop Delivery Driver (Mid-Level) YELLOW (Urgent)
28.2 302
Dishwasher (Entry-Level) YELLOW (Urgent)
28.1 303
Glass Former / Container Glass Operative (Mid-Level) YELLOW (Urgent)
28.0 304
Heat Treating Equipment Setter, Operator, and Tender (Mid-Level) YELLOW (Urgent)
27.9 305
Quality Control Chemist (Mid-Level) YELLOW (Urgent)
27.9 306
Reach Truck Operator (Mid-Level) YELLOW (Urgent)
27.9 307
Astrologer (Mid-Level) YELLOW (Urgent)
27.8 308
Warehouse Operative (Mid-Level) YELLOW (Urgent)
27.7 309
Passenger Transport Service Controller (Mid-Level) YELLOW (Urgent)
27.7 310
Pizza Delivery Driver (Entry-to-Mid) YELLOW (Urgent)
27.7 311
Personal Shopper (Mid-Level) YELLOW (Urgent)
27.7 312
Food Preparation Worker (Mid-Level) YELLOW (Urgent)
27.6 313
Flight Engineer (Mid-Level) YELLOW (Declining)
27.4 314
Bingo Caller (Mid-Level) YELLOW (Urgent)
27.4 315
Duty Free Sales Assistant (Mid-Level) YELLOW (Urgent)
27.4 316
Reservations Manager (Mid-Level) YELLOW (Urgent)
27.4 317
Injection Moulding Setter/Operator (Mid-Level) YELLOW (Urgent)
27.3 318
CMM Operator / Metrology Inspector (Mid-Level) YELLOW (Urgent)
27.3 319
Logistics Coordinator (Mid-Level) YELLOW (Urgent)
27.3 320
Food Server, Nonrestaurant (Mid-Level) YELLOW (Urgent)
27.3 321
Label Machine Operator (Mid-Level) YELLOW (Urgent)
27.2 322
Colour Matcher (Textiles) (Mid-Level) YELLOW (Urgent)
27.1 323
Delivery Driver / Van Driver (Mid-Level) YELLOW (Urgent)
27.0 324
Gas Compressor and Gas Pumping Station Operators (Mid-Level) YELLOW (Urgent)
27.0 325
Tire Builder (Mid-Level) YELLOW (Urgent)
26.9 326
Rolling Machine Operator (Mid-Level) YELLOW (Urgent)
26.9 327
Rotary Drill Operator, Oil and Gas (Mid-Level) YELLOW (Urgent)
26.9 328
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) YELLOW (Urgent)
26.8 329
Model Maker, Metal and Plastic (Mid-Level) YELLOW (Urgent)
26.8 330
Subway and Streetcar Operator (Mid-Level) YELLOW (Urgent)
26.8 331
Forklift Truck Driver (Mid-Level) YELLOW (Urgent)
26.7 332
Forklift Operator / FLT Driver (Mid-Level) YELLOW (Urgent)
26.7 333
Model Makers, Wood (Mid-Level) YELLOW (Urgent)
26.6 334
Bicycle Courier (Mid-Level) YELLOW (Moderate)
26.6 335
Rubber Moulder (Mid-Level) YELLOW (Urgent)
26.5 336
Blow Moulding Operator (Mid-Level) YELLOW (Urgent)
26.5 337
Woodworkers, All Other (Mid-Level) YELLOW (Urgent)
26.5 338
Dairy Process Operative (Mid-Level) YELLOW (Urgent)
26.4 339
Shuttle Driver and Chauffeur (Mid-Level) YELLOW (Urgent)
26.3 340
Multiple Machine Tool Setter, Operator, and Tender, Metal and Plastic (Mid-Level) YELLOW (Urgent)
26.2 341
Forging Machine Setter, Operator, and Tender, Metal and Plastic (Mid-Level) YELLOW (Urgent)
26.2 342
Mixing and Blending Machine Setter, Operator, and Tender (Mid-Level) YELLOW (Urgent)
26.2 343
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) YELLOW (Urgent)
26.2 344
Automotive Sealer Applicator (Mid-Level) YELLOW (Urgent)
26.2 345
Die Cutter Operator (Mid-Level) YELLOW (Urgent)
26.1 346
Industrial Truck and Tractor Operator (Entry-Mid) YELLOW (Urgent)
26.1 347
Gravure Cylinder Engraver (Mid-Level) YELLOW (Urgent)
26.1 348
Battery Cell Stacking Operator (Mid-Level) YELLOW (Urgent)
25.8 349
Sugar Refinery Operative (Mid-Level) YELLOW (Urgent)
25.8 350
Solderer / Brazer (Mid-Level) YELLOW (Urgent)
25.8 351
Thermoforming Operator (Mid-Level) YELLOW (Urgent)
25.7 352
Helpers--Extraction Workers (Entry-to-Mid Level) YELLOW (Urgent)
25.7 353
Foundry Mold and Coremaker (Mid-Level) YELLOW (Urgent)
25.6 354
Printing Press Operator (Mid-Level) YELLOW (Urgent)
25.6 355
Press Brake Operator (Mid-Level) YELLOW (Urgent)
25.5 356
Food Batchmaker (Mid-Level) YELLOW (Urgent)
25.5 357
Dispatcher, Except Police, Fire, and Ambulance (Mid-Level) YELLOW (Urgent)
25.5 358
Transport Dispatcher (Mid-Level) YELLOW (Urgent)
25.5 359
Paper Goods Machine Setter, Operator, and Tender (Mid-Level) YELLOW (Urgent)
25.3 360
Patternmakers, Metal and Plastic (Mid-Level) YELLOW (Urgent)
25.2 361
Digital Print Operator (Mid-Level) YELLOW (Urgent)
25.2 362
Reprographics Technician (Mid-Level) YELLOW (Urgent)
25.2 363
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders (Mid-Level) YELLOW (Urgent)
25.1 364
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders (Mid-Level) YELLOW (Urgent)
25.1 365
Furnace, Kiln, Oven, Drier, and Kettle Operator and Tender (Mid-Level) YELLOW (Urgent)
25.1 366
Lithographic Printer (Mid-Level) YELLOW (Urgent)
25.1 367
Agricultural Equipment Operators (Mid-Level) YELLOW (Urgent)
25.0

RED Zone: Blue Collar Roles Most at Risk

🇺🇸 2.0M US workers hold 73 blue-collar roles that sit in the RED zone — scoring below 33 on the JobZone Score. The pattern is consistent: when the physical environment is controlled (factory floor, warehouse, processing plant) and the task is repetitive, automation competes effectively. Assembly lines, packaging stations, and standardised material handling are the primary pressure points.

1
Plating Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) RED
24.6 2
Service Unit Operators, Oil and Gas (Mid-Level) RED
24.2 3
Patternmakers, Wood (Mid-Level) RED
24.0 4
Metal Workers and Plastic Workers, All Other (Mid-Level) RED
24.0 5
Packaging Ink Technician (Mid-Level) RED
23.8 6
Anodiser (Mid-Level) RED
23.8 7
Car Park Attendant (Mid-Level) RED
23.7 8
Electrocoat Technician (Mid-Level) RED
23.4 9
Adhesive Bonding Machine Operators and Tenders (Mid-Level) RED
23.4 10
Freight Forwarder / Freight Agent (Mid-Level) RED
23.3 11
Drive Test Engineer — Mobile Network (Mid-Level) RED
23.1 12
Cutters and Trimmers, Hand (Mid-Level) RED
23.0 13
Material Moving Workers, All Other (Mid-Level) RED
23.0 14
Layout Workers, Metal and Plastic (Mid-Level) RED
23.0 15
Screen Printer — Industrial (Mid-Level) RED
22.8 16
Fiberglass Laminator and Fabricator (Mid-Level) RED
22.6 17
Stocktaker / Inventory Counter (Mid-Level) RED
22.5 18
Production Operative (Mid-Level) RED
22.5 19
Demand Planner (Mid-Level) RED
22.4 20
Print Estimator (Mid-Level) RED
22.2 21
Recycling Sorting Operative (Mid-Level) RED
22.1 22
Freight Broker / Transportation Broker (Mid-Level) RED
22.0 23
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders (Mid-Level) RED
21.9 24
Goods-In / Goods-Out Operative (Mid-Level) RED
21.9 25
Production Workers, All Other (Mid-Level) RED
21.6 26
Slaughterer and Meat Packer (Mid-Level) RED
21.4 27
Sewing Machine Operator (Mid-Level) RED
21.1 28
Quality Assurance Technician (Mid-Level) RED
21.1 29
Bridge and Lock Tender (Mid-Level) RED
21.1 30
Poultry Processing Operative (Mid-Level) RED
20.9 31
Roustabout, Oil and Gas (Mid-Level) RED
20.7 32
Production Coordinator (Mid-Level) RED
20.6 33
Load Planner (Mid-Level) RED
20.6 34
SMT Operator (Mid-Level) RED
20.5 35
Meat, Poultry, and Fish Cutter and Trimmer (Mid-Level) RED
20.4 36
Taxi Driver (Mid-Level) RED
20.4 37
Woodworking Machine Setters, Operators, and Tenders, Except Sawing (Mid-Level) RED
20.1 38
Print Finishing Operative (Mid-Level) RED
20.1 39
Cutting and Slicing Machine Setters, Operators, and Tenders (Mid-Level) RED
20.1 40
Sawing Machine Setters, Operators, and Tenders, Wood (Mid-Level) RED
20.1 41
Aircraft Load Planner (Mid-Level) RED
20.1 42
Freight Forwarding Operator (Mid-Level) RED
20.1 43
Courier and Messenger (Mid-Level) RED
20.1 44
Abattoir Operative / Meat Processor (Mid-Level) RED
19.9 45
Fish Processing Worker (Mid-Level) RED
19.8 46
Cleaning, Washing, and Metal Pickling Equipment Operator and Tender (Mid-Level) RED
19.7 47
Food Packing Operative (Mid-Level) RED
19.6 48
Inventory Controller (Mid-Level) RED
19.6 49
Paint Shop Technician (Mid-Level) RED
19.4 50
Print Binding and Finishing Workers (Mid-Level) RED
19.2 51
Pressers, Textile, Garment, and Related Materials (Mid-Level) RED
19.2 52
Food Processing Workers, All Other (Mid-Level) RED
18.9 53
Food Cooking Machine Operators and Tenders (Mid-Level) RED
18.9 54
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) RED
18.6 55
Yarn Spinner (Mid-Level) RED
18.3 56
Etchers and Engravers (Mid-Level) RED
18.1 57
Engine and Other Machine Assembler (Mid-Level) RED
18.1 58
Bakery Operative / Industrial Baker (Mid-Level) RED
18.1 59
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (Mid-Level) RED
18.1 60
Uber Eats Driver (Entry-to-Mid) RED
18.1 61
Cargo and Freight Agent (Mid-Level) RED
17.9 62
Food Delivery Rider (Entry-to-Mid Level) RED
16.9 63
Amazon Delivery Driver (Entry-to-Mid Level) RED
16.9 64
Import/Export Coordinator (Mid-Level) RED
16.1 65
Rideshare Driver (Mid-Level) RED
16.1 66
Level Crossing Keeper (Mid-Level) RED
15.8 67
Log Grader and Scaler (Mid-Level) RED
14.0 68
Taxi Controller / Minicab Dispatcher (Mid-Level) RED
10.4 69
Communications Equipment Operators, All Other (Mid-Level) RED
8.6 70
Parcel Sorter (Entry-to-Mid Level) RED (Imminent)
7.8 71
Graders and Sorters, Agricultural Products (Mid-Level) RED (Imminent)
4.4 72
Meter Reader (Mid-Level) RED (Imminent)
4.1 73
Toll Collector (Mid-Level) RED (Imminent)
3.6

The contrast with GREEN zone blue collar roles is stark. RED zone roles operate in controlled, predictable environments with standardised inputs. GREEN zone roles face novel situations on every job — different buildings, different terrain, different problems. That unpredictability is the strongest shield against automation.

Blue Collar Specialisms Ranked by AI Resistance

49 specialisms across all six blue collar domains, ranked by average JobZone Score. Each links to its full specialism page.

1 Roofing
73.5 2 HVAC
67.1 3 Plumbing & Pipefitting
66.6 4 Finishing Trades
66.3 5 Electrical & Mechanical
64.9 6 Masonry
63.8 7 Structural Trades
63.4 8 Specialist Repair & Restoration
60.6 9 Welding
60.5 10 Automotive
60.3 11 Equipment & Vehicle Repair
58.7 12 Field Sports & Wildlife
58.1 13 Construction Support
57.8 14 Heavy Equipment
57.7 15 Maritime
56.7 16 Facility Services
54.9 17 Telecommunications
54.9 18 Power Generation
54.8 19 Aviation
54.4 20 Water & Wastewater
54.0 21 Painting & Finishing
52.7 22 Personal Care
51.6 23 Landscaping & Grounds
51.4 24 Rail
51.1 25 Trucking
50.5 26 Public Transit
45.0 27 Transport & Logistics
44.5 28 Refining & Gas Processing
44.1 29 Farming & Livestock
43.3 30 Mining Operations
42.8 31 Hospitality
42.3 32 Food Service
42.2 33 Drilling & Extraction
42.1 34 Chemical & Process Operation
37.1 35 Forestry & Timber
36.8 36 Machining & CNC
34.1 37 Food Processing
33.5 38 Quality & Inspection
33.2 39 Production Operations
32.4 40 Retail
32.3 41 Textile & Garment
32.2 42 Assembly & Fabrication
31.5 43 Metal & Plastics Processing
30.0 44 Cutting & Forming
28.4 45 Printing & Packaging
27.4 46 Delivery & Courier
27.3 47 Logistics & Supply Chain
26.9 48 Customer Service
25.0 49 Warehousing
17.4

Hands-On Trades vs Factory & Transport: Which Are Safer?

Blue collar work spans a wide spectrum. Skilled trades and utilities work — done on unique job sites with unpredictable variables — scores differently from factory floor and transport roles that operate in more controlled, repeatable environments.

Trades & Utilities
83 roles · avg 61.2
Electrical Power-Line Installer and Repairer (Mid-Level) 91.6 Electrician (Journey-Level) 82.9 Plumber (Journey-Level) 81.4 Commercial Plumber (Mid-Level) 81.4 Roof Slater (Mid-Level) 79.1 Heritage / Conservation Mason (Mid-Level) 78.4 Coded Welder — Pipe (Mid-Level) 77.6 Pipefitter / Steamfitter (Mid-Level) 76.9 Wind Turbine Service Technician (Mid-Level) 76.9 Roofer (Mid-Level) 76.6 Street Lighting Electrician (Mid-Level) 75.3 HVAC Mechanic/Installer (Mid-Level) 75.3 Heritage Stonemason (Mid-Level) 74.5 Guttering and Roofline Installer (Mid-Level) 74.3 Heritage Carpenter / Joiner (Mid-Level) 73.4 Flat Roofer — Single Ply / Felt (Mid-Level) 73.1 Heritage Maintenance Technician (Mid-Level) 71.6 Underwater Welder / Hyperbaric Welder (Mid-Level) 71.3 Industrial Roofing Operative (Mid-Level) 71.3 Telecommunications Line Installer and Repairer (Mid-Level) 70.6
+ 63 more roles in full table above
Manufacturing / Ag / Transport
168 roles · avg 37.4
Vehicle Recovery Operator (Mid-Level) 73.4 Gritter Driver (Mid-Level) 70.8 Skip Hire Driver (Mid-Level) 69.8 Gully Emptier Operator (Mid-Level) 68.6 Pushback Driver (Mid-Level) 65.6 Bus Driver, School (Mid-Level) 65.5 Carriage Driver (Mid-Level) 65.2 Tow Truck Driver (Mid-Level) 65.2 Airside Driver (Mid-Level) 65.2 Grid Balancing Operator (Mid-Level) 64.3 Hearse Driver (Mid-Level) 64.1 Sewing Machine Repairer (Mid-Level) 62.6 Cruise Ship Production Manager (Mid-to-Senior) 62.0 Patient Transport Service Driver (PTS) (Mid-Level) 60.0 Bouncy Castle Hire Operator / Inflatable Hire Operator (Mid-Level) 59.8 Horsebox Driver (Mid-Level) 59.2 Track Machine Operator (Mid-Level) 58.4 Coach Driver (Mid-Level) 58.4 Tanker Driver (Mid-Level) 58.1 Crematory Operator (Mid-Level) 58.0
+ 148 more roles in full table above
General Blue Collar
681 roles
Signalling Tester In Charge / STIC (Mid-Level) 87.7 Leadworker (Mid-Level) 83.7 Heat Pump Installer (Mid-Level) 83.5 CCS Engineer (Control Command & Signalling) (Mid-Level) 83.2 Master Leather Craftsman (Mid-to-Senior) 82.4 Cladding Installer (Mid-Level) 81.7 Cable Jointer (Mid-Level) 81.7 Gondolier (Mid-Level) 80.8 Curtain Walling Installer (Mid-Level) 80.7 Leather Goods Artisan (Mid-Level) 80.2 Fibre Optic Splicer (Mid-Level) 79.3 EV Charger Installer (Mid-Level) 78.8 Banksman (Mid-Level) 78.4 Lime Plasterer (Mid-Level) 78.0 Master Horologist (Senior) 77.9 Passive Fire Protection Installer (Mid-Level) 77.8 Air Conditioning Installer (Mid-Level) 77.3 Sprinkler Fitter — Fire Protection (Mid-Level) 76.7 Harbour Pilot (Mid-to-Senior) 76.7 Aircraft Composite Repair Technician (Mid-Level) 75.8
+ 661 more roles in full table above

How Blue Collar Domains Compare to Others

Average JobZone Score by career domain, ranked highest to lowest. All six blue collar domains are highlighted.

Domain AI Resistance Scores
1
Trades & Physical
60.5
2
Veterinary & Animal Care
59.8
3
Military
57.6
4
Healthcare
57.5
5
Sports & Recreation
56.2
6
AI
56.0
7
Social Services
55.8
8
Religious & Community
54.4
9
Public Safety
53.0
10
Utilities & Energy
50.6
11
Other
50.5
12
Education
49.1
13
Cybersecurity
49.0
14
Agriculture
48.1
15
Transportation
46.4
+ 13 more domains in table below
# Domain Roles Avg JobZone Score
1 Trades & Physical ● 369 60.5
2 Veterinary & Animal Care 57 59.8
3 Military 52 57.6
4 Healthcare 379 57.5
5 Sports & Recreation 31 56.2
6 AI 39 56.0
7 Social Services 67 55.8
8 Religious & Community 30 54.4
9 Public Safety 112 53.0
10 Utilities & Energy ● 110 50.6
11 Other 162 50.5
12 Education 146 49.1
13 Cybersecurity 91 49.0
14 Agriculture ● 54 48.1
15 Transportation ● 168 46.4
16 Engineering 194 46.0
17 Government & Public Admin 97 42.4
18 Retail & Service ● 249 40.8
19 Science & Research 118 40.7
20 Legal & Compliance 70 39.7
21 Library, Museum & Archives 39 39.4
22 Creative & Media 297 37.2
23 Development 99 36.0
24 Cloud & Infrastructure 79 35.1
25 Real Estate & Property 42 34.5
26 Manufacturing ● 239 31.1
27 Business & Operations 324 29.6
28 Data 40 28.6

Blue-Collar vs White-Collar: The Surprise

How do 🇺🇸 39.5M US blue-collar workers compare to their white-collar counterparts? The average JobZone Score across blue-collar domains is 46.3 compared to 44.6 for white-collar domains — a 1.7-point blue-collar advantage. But the averages hide significant variation within each group.

46.3
Blue-Collar Avg
🇺🇸 39.5M US workers · 932 roles
44.6
White-Collar Avg
See full analysis

Physical work remains the strongest AI moat. Trades & Physical roles score highest of any domain, while white-collar domains like Business & Operations and Creative & Media sit near the bottom. Office work that lives entirely in software is far more exposed than work requiring hands, tools, and physical presence.

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About This Data

All scores are generated using the AIJRI (AI Job Resistance Index) methodology v3, a composite scoring framework that evaluates each role across resistance, evidence, barriers, protective principles, and AI growth correlation. Scores range from 0 (no resistance) to 100 (maximum resistance). Roles scoring 48+ are classified GREEN.

Blue collar roles span six career domains in our taxonomy: Trades & Physical, Manufacturing, Agriculture, Transportation, Utilities & Energy, and Retail & Service. For the full cross-domain analysis, see What Jobs Are Safe From AI?. For white-collar roles, see AI and White-Collar Jobs.

About the Authors

Nathan House

Nathan House

AI and cybersecurity expert with 30 years of hands-on experience. Nathan founded StationX (500,000+ students) and built JobZone Risk to ensure people invest their career development in the right direction.

HAL

StationX HAL

Custom AI infrastructure built by Nathan House for StationX. HAL co-develops JobZone Risk end-to-end: the scoring methodology, the assessment pipeline, every role assessment, and the statistical analysis that powers these articles — all directed by Nathan.