Library, Museum & Archives vs Trades & Physical

How does Library, Museum & Archives compare to Trades & Physical on AI displacement risk? Library, Museum & Archives averages 39.4/100 (median 35.9, mode 33) across 39 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.

Library, Museum & Archives

39.4 /100
Mean39.4
Median35.9
Mode33
39 roles assessed
12
23
4
Green 12 Yellow 23 Red 4

Specialisms

Specialism Avg Score Roles
Archival & Curation 41.9 25
Library Services 34.9 14
View all 39 roles in Library, Museum & Archives →

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
View all 369 roles in Trades & Physical →

Frequently Asked Questions

Which domain is safer from AI — Library, Museum & Archives or Trades & Physical?
Trades & Physical averages 60.5/100 across 369 roles, while Library, Museum & Archives averages 39.4/100 across 39 roles — a 21.1-point gap. Trades & Physical has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Library, Museum & Archives vs Trades & Physical?
Library, Museum & Archives covers 39 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.

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