Library, Museum & Archives vs Science & Research

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

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 →

Science & Research

40.7 /100

Mean40.7

Median40.3

Mode40

118 roles assessed

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

View all 118 roles in Science & Research →

Frequently Asked Questions

Which domain is safer from AI — Library, Museum & Archives or Science & Research?

Science & Research averages 40.7/100 across 118 roles, while Library, Museum & Archives averages 39.4/100 across 39 roles — a 1.3-point gap. Science & Research has more roles in the Green Zone, making it the safer domain overall.

How many roles are in Library, Museum & Archives vs Science & Research?

Library, Museum & Archives covers 39 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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