Engineering Jobs That AI Can't Replace (2026)

Updated March 2026 Based on 3649 roles assessed JobZone Score Methodology v3
Engineering Jobs That AI Can't Replace

If you're an engineer wondering how safe your career is from AI, the answer depends on what kind of engineering you do. Across 🇺🇸 2.7M US workers in engineering roles, 23% are in structurally safe GREEN zone positions. We assessed 194 roles, and the domain as a whole averages 46.0 out of 100, ranking #16 of 28 career domains we track. The gap between engineering's best and worst roles is one of the widest we've measured.

The dividing line is consistent: engineering roles involving physical systems, site presence, and regulatory accountability score well above average. Roles where the work stays on a screen score lower. Below, we rank every engineering role, explain what separates the resistant from the vulnerable, and help you see where your specialisation fits.

🇺🇸 2.7M
US workers in engineering
98/194
GREEN zone roles
46.0
avg JobZone Score
#16
of 28 domains
🇺🇸 US Workforce Distribution: 2.7M Engineering Workers
626K
1.7M
374K
GREEN 23% (626K US workers) YELLOW 63% (1.7M US workers) RED 14% (374K US workers)

Which Engineering Disciplines Are Least Likely to Be Replaced by AI?

The engineering disciplines least likely to be replaced by AI are those rooted in physical site work and regulatory accountability. Civil, structural, electrical, and marine engineering consistently score highest in our analysis — 23% of US engineering workers are in GREEN zone roles. These disciplines demand hands-on presence, professional licensure, and judgement calls that AI cannot replicate.

At the other end, engineering fields that operate primarily in software environments — CAD drafting, simulation, and digital design — score lower. The pattern is consistent across all 194 engineering roles we've assessed: the more physical and regulated the discipline, the stronger its resistance to AI automation. The full ranked breakdown follows.

All 194 Engineering Roles Ranked

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

# Role Score
1 Reservoir Panel Engineer (Senior) 78.1 /100
2 Railway Signalling Engineer (Mid-Level) 76.1 /100
3 Launch Pad Technician (Mid-Level) 68.9 /100
4 Railway Electrification Engineer (Mid-Level) 67.3 /100
5 Platform Lift Service Engineer (Mid-Level) 65.6 /100
6 Ride Systems Engineer (Mid-Level) 64.4 /100
7 Field Service Engineer (Mid-Level) 62.9 /100
8 Dismantling Engineer (Mid-Level) 62.5 /100
9 ERTMS Systems Engineer (Mid-Level) 62.0 /100
10 Surveyor (Mid-to-Senior) 61.8 /100
11 eVTOL Systems Engineer (Mid-Level) 61.5 /100
12 Instrumentation Engineer (Mid-Level) 61.0 /100
13 Process Safety Engineer (Mid-Level) 60.8 /100
14 NDT Inspector — Aviation (Mid-Level) 60.7 /100
15 Dam Safety Engineer (Mid-Level) 60.7 /100
16 ROV Pilot-Technician (Mid-Level) 60.6 /100
17 Space Debris Engineer (Mid-Level) 59.3 /100
18 Avionics Calibration Technician (Mid-Level) 59.3 /100
19 Animatronic Technician (Mid-Level) 59.2 /100
20 Spacecraft Integration Technician (Mid-Level) 58.7 /100
21 Engine Test Cell Operator (Mid-Level) 58.7 /100
22 Show Control Engineer (Mid-Level) 58.7 /100
23 Rehabilitation Engineer — NHS (Mid-Level) 58.6 /100
24 Nuclear Engineer (Mid-Level) 58.6 /100
25 Biomedical Equipment Engineer (Mid-Level) 58.4 /100
26 Leakage Detection Technician (Mid-Level) 58.4 /100
27 Borescope Inspector (Mid-Level) 58.4 /100
28 Construction Engineer (Mid-Level) 58.4 /100
29 Conservation/Heritage Architect (Mid-Senior) 58.2 /100
30 Precision Engineer (Mid-Level) 58.1 /100
31 Semiconductor Process Engineer (Mid-Level) 57.9 /100
32 NDT Technician — Motorsport (Mid-Level) 57.7 /100
33 Entertainment Technician — Theme Park (Mid-Level) 57.7 /100
34 Chief Engineer (Senior) 57.6 /100
35 Architectural and Engineering Manager (Mid-to-Senior) 57.1 /100
36 Control Systems Engineer (Mid-Level) 57.0 /100
37 Hydrogen Electrolyser Engineer (Mid-Level) 56.8 /100
38 Battery Recycling Engineer (Mid-Level) 56.4 /100
39 Architectural and Engineering Manager (Mid-to-Senior) 56.3 /100
40 Rotating Equipment Engineer (Mid-Senior) 56.3 /100
41 Flight Test Engineer (Mid-Level) 56.2 /100
42 Robotics Engineer — Mechanical (Mid-Level) 56.1 /100
43 Ground Station Engineer (Mid-Level) 56.1 /100
44 Pharmaceutical Validation Engineer (Mid-Level) 55.9 /100
45 Range Safety Officer (Mid-Level) 55.9 /100
46 Technical Director -- Engineering (Senior) 55.9 /100
47 Embedded Hardware Engineer (Mid-Level) 55.8 /100
48 Trunk Main Inspector (Mid-Level) 55.7 /100
49 Audio Engineer — Theme Parks (Mid-Level) 55.4 /100
50 Corrosion Engineer (Mid-Level) 55.4 /100
51 GNC Engineer (Mid-Senior) 55.2 /100
52 Propulsion Engineer — Spacecraft (Mid-Level) 55.1 /100
53 Commissioning Engineer (Mid-Level) 54.2 /100
54 Medical Device Engineer (Mid-Level) 54.1 /100
55 Radar Systems Engineer (Mid-Level) 53.9 /100
56 Temporary Works Coordinator (Mid-Level) 53.6 /100
57 Fire Safety Engineer / Fire Engineer — Chartered (Mid-Level) 53.6 /100
58 Fire Protection Engineer (Mid-Level) 53.4 /100
59 Mechatronics Engineer (Mid-Level) 52.8 /100
60 Smart Grid Engineer (Mid-Level) 52.6 /100
61 Rehabilitation Engineer (Mid-Level) 52.5 /100
62 Payload Engineer (Mid-Level) 52.3 /100
63 Battery Pack Test Engineer (Mid-Level) 52.3 /100
64 Mine Ventilation Officer (Mid-Level) 52.2 /100
65 Bridge Engineer (Mid-Senior) 51.8 /100
66 Coastal Engineer (Mid-Level) 51.7 /100
67 Water/Wastewater Treatment Engineer (Mid-Level) 51.7 /100
68 Wind Tunnel Technician — Motorsport (Mid-Level) 51.6 /100
69 Autonomous Vehicle Specialist (Mid-Level) 51.5 /100
70 Dyno Technician — Motorsport (Mid-Level) 51.3 /100
71 Animatronics Engineer (Mid-Level) 50.9 /100
72 Marine Engineer and Naval Architect (Mid-Level) 50.7 /100
73 Occupational Health and Safety Specialist (Mid-Level) 50.6 /100
74 Satellite Systems Engineer (Mid-Level) 50.6 /100
75 Pharmaceutical/Bioprocess Engineer (Mid-Level) 50.5 /100
76 Stormwater/Drainage Engineer (Mid-Level) 50.5 /100
77 Health and Safety Engineer (Mid-Level) 50.5 /100
78 Geotechnical Engineer (Mid-Level) 50.3 /100
79 Naval Architect (Mid-Level) 49.9 /100
80 Themed Entertainment Designer / Imagineer (Mid-Level) 49.9 /100
81 HVAC Engineer (Mid-Level) 49.8 /100
82 Propulsion Engineer (Mid-Level) 49.7 /100
83 Vibration/Acoustics Engineer (Mid-Senior) 49.6 /100
84 Systems Engineer — Radar (Mid-Level) 49.5 /100
85 Aerospace R&D Engineer (Mid-Level) 49.5 /100
86 Spot Welding Robot Programmer (Mid-Level) 49.4 /100
87 VP of Engineering (Senior) 49.3 /100
88 EV Charging Infrastructure Engineer (Mid-Level) 49.0 /100
89 Power Systems Engineer (Mid-Level) 48.8 /100
90 Welding Engineer (Mid-Level) 48.5 /100
91 Signalling Design Engineer (Mid-Level) 48.3 /100
92 Clinical Engineer (Mid-Level) 48.3 /100
93 Landscape Architect (Mid-Level) 48.3 /100
94 Metallurgist (Mid-Level) 48.3 /100
95 Building Services Engineer — Chartered (Mid-Level) 48.1 /100
96 Pavement Engineer (Mid-Level) 48.1 /100
97 Civil Engineer (Mid-Level) 48.1 /100
98 Trackside Electronics Engineer — Motorsport (Mid-Level) 48.0 /100
99 Computer Hardware Engineer (Mid-Level) 47.9 /100
100 Structural Engineer (Mid-Level) 47.8 /100
101 Telemetry Engineer — Motorsport (Mid-Level) 47.6 /100
102 Digital Twins Engineer (Mid-Level) 47.5 /100
103 Mineral Surveyor (Mid-Level) 47.5 /100
104 Roller Coaster Engineer (Mid-Level) 47.3 /100
105 Quantity Surveyor — RICS Chartered (Mid-Level) 47.3 /100
106 Water Resources Engineer (Mid-Level) 47.3 /100
107 Structures Engineer -- Aerospace (Mid-Level) 47.1 /100
108 Regulatory Affairs Engineer — Medical Devices (Mid-Senior) 47.0 /100
109 Facade Engineer (Mid-Level) 47.0 /100
110 Photonics Engineer (Mid-Level) 46.8 /100
111 Food Process Engineer (Mid-Level) 46.6 /100
112 Commissioning Technician (Mid-Level) 46.4 /100
113 Aerospace Engineer (Mid-Level) 46.3 /100
114 Explosives Engineer (Mid-Level) 46.3 /100
115 Occupational Health and Safety Technician (Mid-Level) 46.0 /100
116 Air Quality Engineer (Mid-Level) 46.0 /100
117 FPGA Engineer (Mid-Level) 45.3 /100
118 Renewable Energy Engineer (Mid-Level) 45.3 /100
119 Remediation Engineer (Mid-Level) 45.2 /100
120 Show Programmer (Mid-Level) 45.1 /100
121 Tyre Engineer — Motorsport (Mid-Level) 44.9 /100
122 Architect (Mid-Level) 44.6 /100
123 Electrical Engineer (Mid-Level) 44.4 /100
124 Mechanical Engineer (Mid-Level) 44.4 /100
125 EMC/Signal Integrity Engineer (Mid-Level) 44.3 /100
126 Agricultural Engineer (Mid-Level) 44.3 /100
127 Ergonomics/Human Factors Engineer (Mid-Level) 43.9 /100
128 Polymer/Materials Process Engineer (Mid-Level) 43.2 /100
129 Quantum Error Correction Engineer (Mid-Level) 43.1 /100
130 Transportation Engineer (Mid-Level) 43.0 /100
131 Piping Engineer (Mid-Level) 42.8 /100
132 Electronics Engineer, Except Computer (Mid-Level) 42.8 /100
133 Waste Management Engineer (Mid-Level) 42.6 /100
134 Manufacturing Engineer (Mid-Level) 42.3 /100
135 Acoustic Engineer (Mid-Level) 42.1 /100
136 Sustainability Engineer (Mid-Level) 41.9 /100
137 Thermal Engineer (Mid-Level) 41.8 /100
138 Innovation Engineer (Mid-Level) 41.2 /100
139 Performance Engineer — Motorsport (Mid-Level) 41.2 /100
140 Engineering Programme Manager (Mid-to-Senior) 40.7 /100
141 Aerospace Engineering and Operations Technologists and Technicians (Mid-Level) 40.5 /100
142 Race Engineer — Motorsport (Mid-Level) 40.5 /100
143 Paint Robot Programmer (Mid-Level) 40.4 /100
144 Geomatics Engineer (Mid-Level) 40.3 /100
145 Environmental Engineer (Mid-Level) 40.3 /100
146 Mining and Geological Engineer, Including Mining Safety Engineer (Mid-Level) 40.1 /100
147 Contract Engineer (Mid-Level) 39.7 /100
148 Mission Planner — Space (Mid-Level) 39.5 /100
149 Urban Designer (Mid-Level) 39.5 /100
150 Aerodynamics Engineer (Mid-Level) 38.8 /100
151 Mineral Processing Engineer (Mid-Level) 38.5 /100
152 Biomedical Engineer (Mid-Level) 38.4 /100
153 Electro-Mechanical and Mechatronics Technologist/Technician (Mid-Level) 38.4 /100
154 Urban and Regional Planner (Mid-Level) 38.3 /100
155 Interior Architect (Mid-Level) 37.6 /100
156 Calibration Technician (Entry-to-Mid Level) 37.3 /100
157 Space Debris Analyst (Mid-Level) 37.2 /100
158 Packaging Engineer (Mid-Level) 36.2 /100
159 Biomechanics Engineer (Mid-Level) 36.1 /100
160 Chemical Engineer (Mid-Level) 36.1 /100
161 Formulation Engineer (Mid-Level) 36.0 /100
162 Quality Engineer (Mid-Level) 35.8 /100
163 Test Technician (Entry-to-Mid Level) 35.5 /100
164 Environmental Engineering Technologist and Technician (Mid-Level) 34.9 /100
165 Industrial Engineer (Mid-Level) 34.8 /100
166 Architectural Technologist (Mid-Level) 34.5 /100
167 Materials Engineer (Mid-Level) 34.3 /100
168 Electrical and Electronic Engineering Technologist/Technician (Mid-Level) 34.1 /100
169 Petroleum Engineer (Mid-Level) 33.9 /100
170 Continuous Improvement Engineer (Mid-Level) 33.2 /100
171 Orbital Mechanics Analyst (Mid-Level) 32.8 /100
172 Strategy Engineer — Motorsport (Mid-Level) 32.7 /100
173 Engineers, All Other (Mid-Level) 31.7 /100
174 Cost Engineer (Mid-Level) 31.3 /100
175 Drone Surveyor (Mid-Level) 31.3 /100
176 Engineering Technologist/Technician, All Other (Mid-Level) 31.2 /100
177 BIM Manager (Mid-Level) 31.0 /100
178 Geological Technician, Except Hydrologic Technician (Mid-Level) 30.6 /100
179 Planning Engineer (Mid-Level) 29.4 /100
180 Satellite Operator (Mid-Level) 29.4 /100
181 Supply Chain Engineer (Mid-Level) 27.9 /100
182 Mechanical Engineering Technologists and Technicians (Mid-Level) 26.5 /100
183 Computational/Parametric Designer (Mid-Level) 26.4 /100
184 Satellite Uplink Operator (Mid-Level) 26.2 /100
185 Civil Engineering Technologists and Technicians (Mid-Level) 24.1 /100
186 Surveying and Mapping Technician (Mid-Level) 21.1 /100
187 Industrial Engineering Technologist/Technician (Mid-Level) 20.1 /100
188 Architectural and Civil Drafter (Mid-Level) 17.6 /100
189 Specification Writer (Mid-Senior) 17.3 /100
190 Rolling Stock Engineering Drafter (Mid-Level) 16.7 /100
191 Marine Engineering Drafter (Mid-Level) 14.3 /100
192 Mechanical Drafter (Mid-Level) 14.1 /100
193 Product Development Engineering Drafter (Mid-Level) 13.2 /100
194 Electrical and Electronics Drafter (Mid-Level) 12.7 /100

Which Engineering Jobs Are Least Likely to Be Automated by AI?

🇺🇸 2.3M US engineering workers sit in GREEN or YELLOW zone roles (across 184 of 194 assessed roles). They share traits that current AI systems cannot replicate — and that aren't changing in the next five years:

Physical Site Presence

Engineering work happens on construction sites, in factories, and at installations. Inspecting a bridge, wiring a building, or commissioning equipment requires a body on location — something no AI can provide.

Regulatory Accountability

Licensed professional engineers sign off on designs that affect public safety. Legal frameworks require human accountability for structural integrity, electrical safety, and environmental compliance.

Cross-Domain Judgement

Real-world engineering decisions weigh technical constraints, budget, safety, regulations, and stakeholder needs simultaneously. AI can optimise one variable — engineers balance all of them.

Unpredictable Environments

No two job sites are identical. Soil conditions vary, existing structures surprise, and weather changes plans. Engineers adapt in real time to conditions AI models can't anticipate from training data.

GREEN Zone: The Most AI-Resistant Engineering Roles

98 engineering roles score 48 or above on the JobZone Score, placing them in the GREEN zone. These roles combine physical presence, licensing requirements, and management responsibility — the strongest combination of protective traits in our scoring framework.

1
Reservoir Panel Engineer (Senior) GREEN (Stable)
78.1
2
Railway Signalling Engineer (Mid-Level) GREEN (Transforming)
76.1
3
Launch Pad Technician (Mid-Level) GREEN (Stable)
68.9
4
Railway Electrification Engineer (Mid-Level) GREEN (Transforming)
67.3
5
Platform Lift Service Engineer (Mid-Level) GREEN (Stable)
65.6
6
Ride Systems Engineer (Mid-Level) GREEN (Stable)
64.4
7
Field Service Engineer (Mid-Level) GREEN (Stable)
62.9
8
Dismantling Engineer (Mid-Level) GREEN (Transforming)
62.5
9
ERTMS Systems Engineer (Mid-Level) GREEN (Transforming)
62.0
10
Surveyor (Mid-to-Senior) GREEN (Stable)
61.8
11
eVTOL Systems Engineer (Mid-Level) GREEN (Transforming)
61.5
12
Instrumentation Engineer (Mid-Level) GREEN (Transforming)
61.0
13
Process Safety Engineer (Mid-Level) GREEN (Transforming)
60.8
14
NDT Inspector — Aviation (Mid-Level) GREEN (Transforming)
60.7
15
Dam Safety Engineer (Mid-Level) GREEN (Transforming)
60.7
16
ROV Pilot-Technician (Mid-Level) GREEN (Transforming)
60.6
17
Space Debris Engineer (Mid-Level) GREEN (Transforming)
59.3
18
Avionics Calibration Technician (Mid-Level) GREEN (Transforming)
59.3
19
Animatronic Technician (Mid-Level) GREEN (Transforming)
59.2
20
Spacecraft Integration Technician (Mid-Level) GREEN (Transforming)
58.7
21
Engine Test Cell Operator (Mid-Level) GREEN (Stable)
58.7
22
Show Control Engineer (Mid-Level) GREEN (Transforming)
58.7
23
Rehabilitation Engineer — NHS (Mid-Level) GREEN (Transforming)
58.6
24
Nuclear Engineer (Mid-Level) GREEN (Transforming)
58.6
25
Biomedical Equipment Engineer (Mid-Level) GREEN (Transforming)
58.4
26
Leakage Detection Technician (Mid-Level) GREEN (Transforming)
58.4
27
Borescope Inspector (Mid-Level) GREEN (Transforming)
58.4
28
Construction Engineer (Mid-Level) GREEN (Transforming)
58.4
29
Conservation/Heritage Architect (Mid-Senior) GREEN (Transforming)
58.2
30
Precision Engineer (Mid-Level) GREEN (Transforming)
58.1
31
Semiconductor Process Engineer (Mid-Level) GREEN (Transforming)
57.9
32
NDT Technician — Motorsport (Mid-Level) GREEN (Transforming)
57.7
33
Entertainment Technician — Theme Park (Mid-Level) GREEN (Transforming)
57.7
34
Chief Engineer (Senior) GREEN (Transforming)
57.6
35
Architectural and Engineering Manager (Mid-to-Senior) GREEN (Transforming)
57.1
36
Control Systems Engineer (Mid-Level) GREEN (Transforming)
57.0
37
Hydrogen Electrolyser Engineer (Mid-Level) GREEN (Transforming)
56.8
38
Battery Recycling Engineer (Mid-Level) GREEN (Transforming)
56.4
39
Architectural and Engineering Manager (Mid-to-Senior) GREEN (Transforming)
56.3
40
Rotating Equipment Engineer (Mid-Senior) GREEN (Transforming)
56.3
41
Flight Test Engineer (Mid-Level) GREEN (Transforming)
56.2
42
Robotics Engineer — Mechanical (Mid-Level) GREEN (Transforming)
56.1
43
Ground Station Engineer (Mid-Level) GREEN (Transforming)
56.1
44
Pharmaceutical Validation Engineer (Mid-Level) GREEN (Transforming)
55.9
45
Range Safety Officer (Mid-Level) GREEN (Transforming)
55.9
46
Technical Director -- Engineering (Senior) GREEN (Transforming)
55.9
47
Embedded Hardware Engineer (Mid-Level) GREEN (Transforming)
55.8
48
Trunk Main Inspector (Mid-Level) GREEN (Transforming)
55.7
49
Audio Engineer — Theme Parks (Mid-Level) GREEN (Transforming)
55.4
50
Corrosion Engineer (Mid-Level) GREEN (Transforming)
55.4
51
GNC Engineer (Mid-Senior) GREEN (Transforming)
55.2
52
Propulsion Engineer — Spacecraft (Mid-Level) GREEN (Transforming)
55.1
53
Commissioning Engineer (Mid-Level) GREEN (Transforming)
54.2
54
Medical Device Engineer (Mid-Level) GREEN (Transforming)
54.1
55
Radar Systems Engineer (Mid-Level) GREEN (Transforming)
53.9
56
Temporary Works Coordinator (Mid-Level) GREEN (Transforming)
53.6
57
Fire Safety Engineer / Fire Engineer — Chartered (Mid-Level) GREEN (Transforming)
53.6
58
Fire Protection Engineer (Mid-Level) GREEN (Transforming)
53.4
59
Mechatronics Engineer (Mid-Level) GREEN (Transforming)
52.8
60
Smart Grid Engineer (Mid-Level) GREEN (Transforming)
52.6
61
Rehabilitation Engineer (Mid-Level) GREEN (Transforming)
52.5
62
Payload Engineer (Mid-Level) GREEN (Transforming)
52.3
63
Battery Pack Test Engineer (Mid-Level) GREEN (Transforming)
52.3
64
Mine Ventilation Officer (Mid-Level) GREEN (Transforming)
52.2
65
Bridge Engineer (Mid-Senior) GREEN (Transforming)
51.8
66
Coastal Engineer (Mid-Level) GREEN (Transforming)
51.7
67
Water/Wastewater Treatment Engineer (Mid-Level) GREEN (Transforming)
51.7
68
Wind Tunnel Technician — Motorsport (Mid-Level) GREEN (Transforming)
51.6
69
Autonomous Vehicle Specialist (Mid-Level) GREEN (Transforming)
51.5
70
Dyno Technician — Motorsport (Mid-Level) GREEN (Stable)
51.3
71
Animatronics Engineer (Mid-Level) GREEN (Transforming)
50.9
72
Marine Engineer and Naval Architect (Mid-Level) GREEN (Transforming)
50.7
73
Occupational Health and Safety Specialist (Mid-Level) GREEN (Transforming)
50.6
74
Satellite Systems Engineer (Mid-Level) GREEN (Transforming)
50.6
75
Pharmaceutical/Bioprocess Engineer (Mid-Level) GREEN (Transforming)
50.5
76
Stormwater/Drainage Engineer (Mid-Level) GREEN (Transforming)
50.5
77
Health and Safety Engineer (Mid-Level) GREEN (Transforming)
50.5
78
Geotechnical Engineer (Mid-Level) GREEN (Transforming)
50.3
79
Naval Architect (Mid-Level) GREEN (Transforming)
49.9
80
Themed Entertainment Designer / Imagineer (Mid-Level) GREEN (Transforming)
49.9
81
HVAC Engineer (Mid-Level) GREEN (Transforming)
49.8
82
Propulsion Engineer (Mid-Level) GREEN (Transforming)
49.7
83
Vibration/Acoustics Engineer (Mid-Senior) GREEN (Transforming)
49.6
84
Systems Engineer — Radar (Mid-Level) GREEN (Transforming)
49.5
85
Aerospace R&D Engineer (Mid-Level) GREEN (Transforming)
49.5
86
Spot Welding Robot Programmer (Mid-Level) GREEN (Transforming)
49.4
87
VP of Engineering (Senior) GREEN (Transforming)
49.3
88
EV Charging Infrastructure Engineer (Mid-Level) GREEN (Transforming)
49.0
89
Power Systems Engineer (Mid-Level) GREEN (Transforming)
48.8
90
Welding Engineer (Mid-Level) GREEN (Transforming)
48.5
91
Signalling Design Engineer (Mid-Level) GREEN (Transforming)
48.3
92
Clinical Engineer (Mid-Level) GREEN (Transforming)
48.3
93
Landscape Architect (Mid-Level) GREEN (Transforming)
48.3
94
Metallurgist (Mid-Level) GREEN (Transforming)
48.3
95
Building Services Engineer — Chartered (Mid-Level) GREEN (Transforming)
48.1
96
Pavement Engineer (Mid-Level) GREEN (Transforming)
48.1
97
Civil Engineer (Mid-Level) GREEN (Transforming)
48.1
98
Trackside Electronics Engineer — Motorsport (Mid-Level) GREEN (Transforming)
48.0

YELLOW Zone: Augmented, Not Replaced

86 engineering roles land in the YELLOW zone — scores between 33 and 47. These roles aren't disappearing, but AI is changing how the work gets done. CAD tools, simulation software, and generative design are already augmenting these disciplines. The engineers who use these tools effectively will be more productive. The ones who don't will face pressure.

1
Computer Hardware Engineer (Mid-Level) YELLOW (Urgent)
47.9
2
Structural Engineer (Mid-Level) YELLOW (Urgent)
47.8
3
Telemetry Engineer — Motorsport (Mid-Level) YELLOW (Urgent)
47.6
4
Digital Twins Engineer (Mid-Level) YELLOW (Urgent)
47.5
5
Mineral Surveyor (Mid-Level) YELLOW (Urgent)
47.5
6
Roller Coaster Engineer (Mid-Level) YELLOW (Urgent)
47.3
7
Quantity Surveyor — RICS Chartered (Mid-Level) YELLOW (Urgent)
47.3
8
Water Resources Engineer (Mid-Level) YELLOW (Urgent)
47.3
9
Structures Engineer -- Aerospace (Mid-Level) YELLOW (Urgent)
47.1
10
Regulatory Affairs Engineer — Medical Devices (Mid-Senior) YELLOW (Urgent)
47.0
11
Facade Engineer (Mid-Level) YELLOW (Urgent)
47.0
12
Photonics Engineer (Mid-Level) YELLOW (Urgent)
46.8
13
Food Process Engineer (Mid-Level) YELLOW (Moderate)
46.6
14
Commissioning Technician (Mid-Level) YELLOW (Moderate)
46.4
15
Aerospace Engineer (Mid-Level) YELLOW (Urgent)
46.3
16
Explosives Engineer (Mid-Level) YELLOW (Urgent)
46.3
17
Occupational Health and Safety Technician (Mid-Level) YELLOW (Urgent)
46.0
18
Air Quality Engineer (Mid-Level) YELLOW (Urgent)
46.0
19
FPGA Engineer (Mid-Level) YELLOW (Urgent)
45.3
20
Renewable Energy Engineer (Mid-Level) YELLOW (Urgent)
45.3
21
Remediation Engineer (Mid-Level) YELLOW (Urgent)
45.2
22
Show Programmer (Mid-Level) YELLOW (Urgent)
45.1
23
Tyre Engineer — Motorsport (Mid-Level) YELLOW (Urgent)
44.9
24
Architect (Mid-Level) YELLOW (Urgent)
44.6
25
Electrical Engineer (Mid-Level) YELLOW (Urgent)
44.4
26
Mechanical Engineer (Mid-Level) YELLOW (Urgent)
44.4
27
EMC/Signal Integrity Engineer (Mid-Level) YELLOW (Urgent)
44.3
28
Agricultural Engineer (Mid-Level) YELLOW (Urgent)
44.3
29
Ergonomics/Human Factors Engineer (Mid-Level) YELLOW (Moderate)
43.9
30
Polymer/Materials Process Engineer (Mid-Level) YELLOW (Urgent)
43.2
31
Quantum Error Correction Engineer (Mid-Level) YELLOW (Urgent)
43.1
32
Transportation Engineer (Mid-Level) YELLOW (Urgent)
43.0
33
Piping Engineer (Mid-Level) YELLOW (Urgent)
42.8
34
Electronics Engineer, Except Computer (Mid-Level) YELLOW (Urgent)
42.8
35
Waste Management Engineer (Mid-Level) YELLOW (Urgent)
42.6
36
Manufacturing Engineer (Mid-Level) YELLOW (Moderate)
42.3
37
Acoustic Engineer (Mid-Level) YELLOW (Urgent)
42.1
38
Sustainability Engineer (Mid-Level) YELLOW (Urgent)
41.9
39
Thermal Engineer (Mid-Level) YELLOW (Urgent)
41.8
40
Innovation Engineer (Mid-Level) YELLOW (Urgent)
41.2
41
Performance Engineer — Motorsport (Mid-Level) YELLOW (Urgent)
41.2
42
Engineering Programme Manager (Mid-to-Senior) YELLOW (Moderate)
40.7
43
Aerospace Engineering and Operations Technologists and Technicians (Mid-Level) YELLOW (Urgent)
40.5
44
Race Engineer — Motorsport (Mid-Level) YELLOW (Urgent)
40.5
45
Paint Robot Programmer (Mid-Level) YELLOW (Urgent)
40.4
46
Geomatics Engineer (Mid-Level) YELLOW (Urgent)
40.3
47
Environmental Engineer (Mid-Level) YELLOW (Urgent)
40.3
48
Mining and Geological Engineer, Including Mining Safety Engineer (Mid-Level) YELLOW (Urgent)
40.1
49
Contract Engineer (Mid-Level) YELLOW (Urgent)
39.7
50
Mission Planner — Space (Mid-Level) YELLOW (Urgent)
39.5
51
Urban Designer (Mid-Level) YELLOW (Moderate)
39.5
52
Aerodynamics Engineer (Mid-Level) YELLOW (Urgent)
38.8
53
Mineral Processing Engineer (Mid-Level) YELLOW (Urgent)
38.5
54
Biomedical Engineer (Mid-Level) YELLOW (Urgent)
38.4
55
Electro-Mechanical and Mechatronics Technologist/Technician (Mid-Level) YELLOW (Urgent)
38.4
56
Urban and Regional Planner (Mid-Level) YELLOW (Urgent)
38.3
57
Interior Architect (Mid-Level) YELLOW (Urgent)
37.6
58
Calibration Technician (Entry-to-Mid Level) YELLOW (Moderate)
37.3
59
Space Debris Analyst (Mid-Level) YELLOW (Urgent)
37.2
60
Packaging Engineer (Mid-Level) YELLOW (Urgent)
36.2
61
Biomechanics Engineer (Mid-Level) YELLOW (Urgent)
36.1
62
Chemical Engineer (Mid-Level) YELLOW (Urgent)
36.1
63
Formulation Engineer (Mid-Level) YELLOW (Moderate)
36.0
64
Quality Engineer (Mid-Level) YELLOW (Urgent)
35.8
65
Test Technician (Entry-to-Mid Level) YELLOW (Urgent)
35.5
66
Environmental Engineering Technologist and Technician (Mid-Level) YELLOW (Urgent)
34.9
67
Industrial Engineer (Mid-Level) YELLOW (Urgent)
34.8
68
Architectural Technologist (Mid-Level) YELLOW (Urgent)
34.5
69
Materials Engineer (Mid-Level) YELLOW (Urgent)
34.3
70
Electrical and Electronic Engineering Technologist/Technician (Mid-Level) YELLOW (Urgent)
34.1
71
Petroleum Engineer (Mid-Level) YELLOW (Urgent)
33.9
72
Continuous Improvement Engineer (Mid-Level) YELLOW (Urgent)
33.2
73
Orbital Mechanics Analyst (Mid-Level) YELLOW (Urgent)
32.8
74
Strategy Engineer — Motorsport (Mid-Level) YELLOW (Urgent)
32.7
75
Engineers, All Other (Mid-Level) YELLOW (Urgent)
31.7
76
Cost Engineer (Mid-Level) YELLOW (Urgent)
31.3
77
Drone Surveyor (Mid-Level) YELLOW (Urgent)
31.3
78
Engineering Technologist/Technician, All Other (Mid-Level) YELLOW (Urgent)
31.2
79
BIM Manager (Mid-Level) YELLOW (Urgent)
31.0
80
Geological Technician, Except Hydrologic Technician (Mid-Level) YELLOW (Urgent)
30.6
81
Planning Engineer (Mid-Level) YELLOW (Urgent)
29.4
82
Satellite Operator (Mid-Level) YELLOW (Urgent)
29.4
83
Supply Chain Engineer (Mid-Level) YELLOW (Urgent)
27.9
84
Mechanical Engineering Technologists and Technicians (Mid-Level) YELLOW (Urgent)
26.5
85
Computational/Parametric Designer (Mid-Level) YELLOW (Urgent)
26.4
86
Satellite Uplink Operator (Mid-Level) YELLOW (Urgent)
26.2

The Exceptions: Engineering Roles in the RED Zone

10 engineering roles sit in the RED zone — scoring below 33 on the JobZone Score. Civil Engineering Technologists and Technicians (Mid-Level) scores 24.1 out of 100; Surveying and Mapping Technician (Mid-Level) scores 21.1 out of 100; Industrial Engineering Technologist/Technician (Mid-Level) scores 20.1 out of 100; Architectural and Civil Drafter (Mid-Level) scores 17.6 out of 100; Specification Writer (Mid-Senior) scores 17.3 out of 100; Rolling Stock Engineering Drafter (Mid-Level) scores 16.7 out of 100; Marine Engineering Drafter (Mid-Level) scores 14.3 out of 100; Mechanical Drafter (Mid-Level) scores 14.1 out of 100; Product Development Engineering Drafter (Mid-Level) scores 13.2 out of 100; Electrical and Electronics Drafter (Mid-Level) scores 12.7 out of 100. The pattern holds across our entire database: when engineering work happens entirely in software — digital-first workflows with clear inputs and predictable outputs — AI resistance drops sharply.

The contrast with GREEN and YELLOW engineering roles is instructive. The RED zone roles don't require site visits, professional sign-off on public safety, or team management. The work translates specifications into technical outputs — a task type where AI tools are already capable. That's the dividing line in engineering: physical presence and regulatory accountability protect a role. Screen-only work doesn't.

Engineering Specialisms Ranked by AI Resistance

11 specialisms within the Engineering domain, ranked by average JobZone Score. Each links to its full specialism page.

Which Engineering Fields Are Least Affected by AI?

Engineering splits into roles that require physical site presence (civil, structural, electrical) and roles that work primarily in software and digital environments. The data shows a clear pattern: hands-on engineering consistently outscores screen-based engineering.

How Engineering Compares to Other Domains

Average JobZone Score by career domain, ranked highest to lowest. Engineering is 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
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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.

Engineering roles are classified under the Engineering career domain in our role taxonomy. For the full list of jobs AI can't replace across all domains, see Jobs That AI Cannot Replace.

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.