Cloud & Infrastructure vs Science & Research
How does Cloud & Infrastructure compare to Science & Research on AI displacement risk? Cloud & Infrastructure averages 35.1/100 (median 34.0, mode 16) across 79 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.
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
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 — Cloud & Infrastructure or Science & Research?
Science & Research averages 40.7/100 across 118 roles, while Cloud & Infrastructure averages 35.1/100 across 79 roles — a 5.6-point gap. Science & Research has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Cloud & Infrastructure vs Science & Research?
Cloud & Infrastructure covers 79 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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- What Is CCNP Security and Why Take It? — Definitive guide to the CCNP Security certification.
- What Is the Cisco CCST Networking Exam? (2026 Guide) — Cisco's entry-level networking certification explained.
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