Data vs Transportation
How does Data compare to Transportation on AI displacement risk? Data averages 28.6/100 (median 27.8, mode 29) across 40 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.
Data
28.6
/100
Mean28.6
Median27.8
Mode29
40 roles assessed
2
24
14
Green 2
Yellow 24
Red 14
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Data Engineering | 31.5 | 18 |
| Data Science & Analytics | 26.5 | 25 |
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 — Data or Transportation?
Transportation averages 46.4/100 across 168 roles, while Data averages 28.6/100 across 40 roles — a 17.8-point gap. Transportation has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Data vs Transportation?
Data covers 40 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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