Cloud & Infrastructure vs Trades & Physical
How does Cloud & Infrastructure compare to Trades & Physical on AI displacement risk? Cloud & Infrastructure averages 35.1/100 (median 34.0, mode 16) across 79 assessed roles, while Trades & Physical averages 60.5/100 (median 62.3, mode 61) across 369 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
Trades & Physical
60.5
/100
Mean60.5
Median62.3
Mode61
369 roles assessed
322
36
11
Green 322
Yellow 36
Red 11
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Roofing | 73.5 | 9 |
| HVAC | 67.1 | 16 |
| Plumbing & Pipefitting | 66.6 | 18 |
| Finishing Trades | 66.3 | 44 |
| Electrical & Mechanical | 64.9 | 59 |
| Masonry | 63.8 | 23 |
| Structural Trades | 63.4 | 52 |
| Specialist Repair & Restoration | 60.6 | 49 |
| Welding | 60.5 | 12 |
| Automotive | 60.3 | 35 |
| Equipment & Vehicle Repair | 58.7 | 33 |
| Construction Support | 57.8 | 38 |
| Heavy Equipment | 57.7 | 19 |
| Facility Services | 54.9 | 42 |
| Painting & Finishing | 52.7 | 21 |
| Machining & CNC | 34.1 | 18 |
Safest Roles
Most At-Risk Roles
- Miscellaneous Assembler and Fabricator (Mid-Level) 10.7
- Parking Attendant (Mid-Level) 12.5
- CNC Tool Programmer (Mid-Level) 18.1
- Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic (Mid-Level) 22.1
- Lathe and Turning Machine Tool Setter, Operator, and Tender (Mid-Level) 22.5
Frequently Asked Questions
Which domain is safer from AI — Cloud & Infrastructure or Trades & Physical?
Trades & Physical averages 60.5/100 across 369 roles, while Cloud & Infrastructure averages 35.1/100 across 79 roles — a 25.4-point gap. Trades & Physical has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Cloud & Infrastructure vs Trades & Physical?
Cloud & Infrastructure covers 79 assessed roles and Trades & Physical covers 369 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.
Useful Resources
- Is Technology a Good Career Path? [2026 Expert Advice] — Expert assessment of technology as a career choice.
- Nmap Cheat Sheet — All Nmap commands and flags in one downloadable reference.
- StationX Weekly Newsletter — Weekly cybersecurity news, tips, and career advice.
- Top Networking Certifications for Career Growth in 2026 — Best networking certs for career advancement.
- CompTIA Network+ Salary 2026 — What Network+ certified professionals earn.
- The CompTIA Network+ Passing Score: Ace Your Exam in 2026 — Exam tips and passing score breakdown.
- 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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