Cloud & Infrastructure vs Healthcare
How does Cloud & Infrastructure compare to Healthcare on AI displacement risk? Cloud & Infrastructure averages 35.1/100 (median 34.0, mode 16) across 79 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.
Cloud & Infrastructure
35.1
/100
Mean35.1
Median34.0
Mode16
79 roles assessed
19
38
22
Green 19
Yellow 38
Red 22
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| IT Leadership | 47.8 | 7 |
| Cloud Architecture | 46.4 | 22 |
| Networking | 36.1 | 14 |
| Site Reliability | 32.4 | 2 |
| IT Support | 32.2 | 9 |
| Systems Administration | 30.6 | 10 |
| DevOps & Platform | 28.6 | 8 |
| Database Administration | 27.2 | 8 |
| IT Administration | 21.6 | 12 |
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 — Cloud & Infrastructure or Healthcare?
Healthcare averages 57.5/100 across 379 roles, while Cloud & Infrastructure averages 35.1/100 across 79 roles — a 22.5-point gap. Healthcare has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Cloud & Infrastructure vs Healthcare?
Cloud & Infrastructure covers 79 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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