Retail & Service vs Science & Research
How does Retail & Service compare to Science & Research on AI displacement risk? Retail & Service averages 40.8/100 (median 42.5, mode 45) across 249 assessed roles, while Science & Research averages 40.7/100 (median 40.3, mode 40) across 118 roles. Explore the zone distributions, specialisms, and individual roles below.
Retail & Service
40.8
/100
Mean40.8
Median42.5
Mode45
249 roles assessed
78
133
38
Green 78
Yellow 133
Red 38
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Personal Care | 51.6 | 53 |
| Hospitality | 42.3 | 92 |
| Food Service | 42.2 | 59 |
| Retail | 32.3 | 57 |
| Customer Service | 25.0 | 19 |
Safest Roles
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
Frequently Asked Questions
Which domain is safer from AI — Retail & Service or Science & Research?
Retail & Service averages 40.8/100 across 249 roles, while Science & Research averages 40.7/100 across 118 roles — a 0.1-point gap. Retail & Service has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Retail & Service vs Science & Research?
Retail & Service covers 249 assessed roles and Science & Research covers 118 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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