Manufacturing vs Transportation
How does Manufacturing compare to Transportation on AI displacement risk? Manufacturing averages 31.1/100 (median 28.0, mode 26) across 239 assessed roles, while Transportation averages 46.4/100 (median 49.1, mode 35) across 168 roles. Explore the zone distributions, specialisms, and individual roles below.
Manufacturing
31.1
/100
Mean31.1
Median28.0
Mode26
239 roles assessed
31
124
84
Green 31
Yellow 124
Red 84
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Chemical & Process Operation | 37.1 | 22 |
| Food Processing | 33.5 | 35 |
| Quality & Inspection | 33.2 | 37 |
| Production Operations | 32.4 | 52 |
| Textile & Garment | 32.2 | 24 |
| Assembly & Fabrication | 31.5 | 50 |
| Metal & Plastics Processing | 30.0 | 38 |
| Cutting & Forming | 28.4 | 16 |
| Printing & Packaging | 27.4 | 21 |
| Warehousing | 17.4 | 18 |
Safest Roles
Most At-Risk Roles
Transportation
46.4
/100
Mean46.4
Median49.1
Mode35
168 roles assessed
89
58
21
Green 89
Yellow 58
Red 21
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Maritime | 56.7 | 33 |
| Aviation | 54.4 | 36 |
| Rail | 51.1 | 22 |
| Trucking | 50.5 | 12 |
| Public Transit | 45.0 | 11 |
| Transport & Logistics | 44.5 | 34 |
| Delivery & Courier | 27.3 | 15 |
| Logistics & Supply Chain | 26.9 | 21 |
Safest Roles
Most At-Risk Roles
Frequently Asked Questions
Which domain is safer from AI — Manufacturing or Transportation?
Transportation averages 46.4/100 across 168 roles, while Manufacturing averages 31.1/100 across 239 roles — a 15.3-point gap. Transportation has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Manufacturing vs Transportation?
Manufacturing covers 239 assessed roles and Transportation covers 168 roles. Each role is individually scored on the AI Job Resistance Index across five dimensions including Task Resistance, Evidence, Barriers, Protective Principles, and AI Growth Correlation.
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