Science & Research vs Transportation
How does Science & Research compare to Transportation on AI displacement risk? Science & Research averages 40.7/100 (median 40.3, mode 40) across 118 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.
Science & Research
40.7
/100
Mean40.7
Median40.3
Mode40
118 roles assessed
28
84
6
Green 28
Yellow 84
Red 6
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Life Sciences | 45.2 | 45 |
| Environmental Science | 41.1 | 33 |
| Physical Sciences | 39.7 | 38 |
| Mathematics & Statistics | 35.6 | 12 |
| Social Science | 35.6 | 23 |
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 — Science & Research or Transportation?
Transportation averages 46.4/100 across 168 roles, while Science & Research averages 40.7/100 across 118 roles — a 5.7-point gap. Transportation has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Science & Research vs Transportation?
Science & Research covers 118 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.
Compare Another
Open Domain Comparison Tool
What's your AI risk score?
We're building a free tool that analyses your career against millions of data points and gives you a personal risk score with transition paths. We'll only build it if there's demand.
No spam. We'll only email you if we build it.
The AI-Proof Career Guide
We've found clear patterns in the data about what actually protects careers from disruption. We'll publish it free — but only if people want it.
No spam. We'll only email you if we write it.