Development vs Library, Museum & Archives
How does Development compare to Library, Museum & Archives on AI displacement risk? Development averages 36.0/100 (median 33.4, mode 29) across 99 assessed roles, while Library, Museum & Archives averages 39.4/100 (median 35.9, mode 33) across 39 roles. Explore the zone distributions, specialisms, and individual roles below.
Development
36.0
/100
Mean36.0
Median33.4
Mode29
99 roles assessed
29
47
23
Green 29
Yellow 47
Red 23
Specialisms
| Specialism | Avg Score | Roles |
|---|---|---|
| Safety-Critical Software | 64.9 | 4 |
| Embedded & Firmware | 57.0 | 10 |
| Scientific & Financial Computing | 46.6 | 10 |
| Software Development | 38.6 | 24 |
| Game Development | 34.7 | 10 |
| Developer Tooling | 32.5 | 5 |
| Enterprise Platforms | 28.8 | 12 |
| Mobile Development | 27.9 | 8 |
| QA & Testing | 25.4 | 11 |
| Web Development | 19.8 | 12 |
Safest Roles
Most At-Risk Roles
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 |
Safest Roles
Most At-Risk Roles
Frequently Asked Questions
Which domain is safer from AI — Development or Library, Museum & Archives?
Library, Museum & Archives averages 39.4/100 across 39 roles, while Development averages 36.0/100 across 99 roles — a 3.4-point gap. Library, Museum & Archives has more roles in the Green Zone, making it the safer domain overall.
How many roles are in Development vs Library, Museum & Archives?
Development covers 99 assessed roles and Library, Museum & Archives covers 39 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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