Data vs Healthcare
How does Data compare to Healthcare on AI displacement risk? Data averages 28.6/100 (median 27.8, mode 29) across 40 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.
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
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 — Data or Healthcare?
Healthcare averages 57.5/100 across 379 roles, while Data averages 28.6/100 across 40 roles — a 28.9-point gap. Healthcare has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Data vs Healthcare?
Data covers 40 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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