Engineering vs Retail & Service
How does Engineering compare to Retail & Service on AI displacement risk? Engineering averages 46.0/100 (median 48.1, mode 48) across 194 assessed roles, while Retail & Service averages 40.8/100 (median 42.5, mode 45) across 249 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
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
Frequently Asked Questions
Which domain is safer from AI — Engineering or Retail & Service?
Engineering averages 46.0/100 across 194 roles, while Retail & Service averages 40.8/100 across 249 roles — a 5.2-point gap. Engineering has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Engineering vs Retail & Service?
Engineering covers 194 assessed roles and Retail & Service covers 249 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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