Engineering vs Transportation
How does Engineering compare to Transportation on AI displacement risk? Engineering averages 46.0/100 (median 48.1, mode 48) across 194 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.
Engineering
46.0
/100
Mean46.0
Median48.1
Mode48
194 roles assessed
98
86
10
Green 98
Yellow 86
Red 10
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Electrical & Electronics Engineering | 50.3 | 34 |
| Biomedical Engineering | 50.0 | 10 |
| Aerospace Engineering | 49.8 | 28 |
| Civil Engineering | 49.7 | 35 |
| Chemical Engineering | 48.1 | 16 |
| Environmental Engineering | 47.6 | 17 |
| Engineering Management | 45.9 | 10 |
| Mechanical Engineering | 45.8 | 37 |
| Industrial Engineering | 40.9 | 17 |
| Architecture | 40.7 | 13 |
| Engineering Technicians | 37.4 | 37 |
Safest 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 — Engineering or Transportation?
Transportation averages 46.4/100 across 168 roles, while Engineering averages 46.0/100 across 194 roles — a 0.4-point gap. Transportation has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Engineering vs Transportation?
Engineering covers 194 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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