Compare Career Domains on AI Risk
How do entire industries stack up against AI disruption? Select one or two domains to see mean, median and mode AIJRI scores, zone distributions, specialism rankings, and the safest and most at-risk roles in each.
39.4
/100
Library, Museum & Archives
Mean39.4
Median35.9
Mode33
39 assessed roles
12
23
4
Green 12
Yellow 23
Red 4
Specialism Ranking
| Specialism | Avg Score | Roles |
|---|---|---|
| Archival & Curation | 41.9 | 25 |
| Library Services | 34.9 | 14 |
Safest Roles
- Art Handler (Mid-Level) 63.6
- Taxidermist (Mid-Level) 59.6
- Museum Preparator (Mid-Level) 59.4
- Prison Librarian (Mid-Level) 58.2
- Museum Conservator (Mid-Level) 57.6
- Textile Restorer (Mid-Level) 56.9
- Outreach Librarian (Mid-Level) 55.4
- Heritage Manager (Mid-to-Senior) 54.8
- Museum Technician and Conservator (Mid-Level) 49.8
- Children's Librarian (Mid-Level) 49.3
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
- Collections Online Officer (Mid-Level) 26.6
- Museum Registrar (Mid-Level) 26.7
- Digitisation Technician (Mid-Level) 27.6
- Law Librarian (Mid-Level) 27.7
- Records Manager (Mid-Level) 30.1
What's your AI risk score?
We're building a free tool that analyses your career against millions of data points and gives you a personal risk score with transition paths. We'll only build it if there's demand.
No spam. We'll only email you if we build it.
The AI-Proof Career Guide
We've found clear patterns in the data about what actually protects careers from disruption. We'll publish it free — but only if people want it.
No spam. We'll only email you if we write it.