Library, Museum & Archives vs Utilities & Energy

How does Library, Museum & Archives compare to Utilities & Energy on AI displacement risk? Library, Museum & Archives averages 39.4/100 (median 35.9, mode 33) across 39 assessed roles, while Utilities & Energy averages 50.6/100 (median 52.3, mode 54) across 110 roles. Explore the zone distributions, specialisms, and individual roles below.

Library, Museum & Archives

39.4 /100

Mean39.4

Median35.9

Mode33

39 roles assessed

Green 12 Yellow 23 Red 4

Specialisms

Specialism	Avg Score	Roles
Archival & Curation	41.9	25
Library Services	34.9	14

Safest Roles

Most At-Risk Roles

Library Assistants, Clerical (Entry-to-Mid) 11.5
Library Technician (Mid-Level) 15.6
Museum Gallery Attendant (Entry-to-Mid Level) 23.1
Cataloguing and Metadata Librarian (Mid-Level) 24.6
Genealogist (Mid-Level) 25.1

View all 39 roles in Library, Museum & Archives →

Utilities & Energy

50.6 /100

Mean50.6

Median52.3

Mode54

110 roles assessed

Green 66 Yellow 39 Red 5

Specialisms

Specialism	Avg Score	Roles
Telecommunications	54.9	19
Power Generation	54.8	37
Water & Wastewater	54.0	18
Refining & Gas Processing	44.1	5
Mining Operations	42.8	5
Drilling & Extraction	42.1	26

Safest Roles

Cable Jointer (Mid-Level) 81.7
Fibre Optic Splicer (Mid-Level) 79.3
Wind Turbine Service Technician (Mid-Level) 76.9
SMR Operations Engineer (Mid-Level) 73.6
Rig Medic / Offshore Medic (Mid-Level) 72.1

Most At-Risk Roles

View all 110 roles in Utilities & Energy →

Frequently Asked Questions

Which domain is safer from AI — Library, Museum & Archives or Utilities & Energy?

Utilities & Energy averages 50.6/100 across 110 roles, while Library, Museum & Archives averages 39.4/100 across 39 roles — a 11.3-point gap. Utilities & Energy has more roles in the Green Zone, making it the safer domain overall.

How many roles are in Library, Museum & Archives vs Utilities & Energy?

Library, Museum & Archives covers 39 assessed roles and Utilities & Energy covers 110 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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