Engineering vs Healthcare
How does Engineering compare to Healthcare on AI displacement risk? Engineering averages 46.0/100 (median 48.1, mode 48) across 194 assessed roles, while Healthcare averages 57.5/100 (median 59.2, mode 67) across 379 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
Healthcare
57.5
/100
Mean57.5
Median59.2
Mode67
379 roles assessed
297
59
23
Green 297
Yellow 59
Red 23
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Surgery | 71.7 | 28 |
| Emergency Medicine | 71.2 | 17 |
| Nursing | 65.4 | 48 |
| Medicine | 64.9 | 101 |
| Mental Health | 63.1 | 22 |
| Caregiving | 60.7 | 27 |
| Dental | 59.8 | 15 |
| Physiotherapy | 56.0 | 22 |
| Clinical Support | 56.0 | 115 |
| Respiratory Sciences | 55.0 | 9 |
| Diagnostic Imaging | 53.7 | 31 |
| Occupational Therapy | 51.8 | 8 |
| Speech & Language Therapy | 50.9 | 10 |
| Laboratory | 48.9 | 25 |
| Pharmacy | 46.5 | 14 |
| Dietetics & Nutrition | 42.8 | 9 |
| Health Administration | 34.4 | 44 |
Safest Roles
Most At-Risk Roles
Frequently Asked Questions
Which domain is safer from AI — Engineering or Healthcare?
Healthcare averages 57.5/100 across 379 roles, while Engineering averages 46.0/100 across 194 roles — a 11.5-point gap. Healthcare has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Engineering vs Healthcare?
Engineering covers 194 assessed roles and Healthcare covers 379 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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