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AI Job Stats

Archivists and curators

Gradient 2 · MediumExposure gradient (ILO 2025)

A substantial share of tasks can be sped up or taken over by AI. The content of the job will noticeably change — learning is cheapest now.

Exposure is not job loss: it shows how much of the work generative AI could do today. Whether that turns into transformation, productivity gains or cuts depends on employers, regulation — and on you.

Exposure score
47/ 100 · ±11
050100
Average of all occupations: 30

0 = today’s generative AI cannot perform any of the job’s tasks, 100 = it could do all of them fully. The pale band is the spread across tasks.

Work out your own score ↓
Change since 2023
+3
2023 classification
Uncertain

What can you do?

🤖 Written with AIThis text was written by artificial intelligence from the data points shown; it is built on verified figures but may contain mistakes.· 13/10/2026How is it made?

With an exposure score of 47/100, archivists and curators will see digital workflows change most. Their broader occupational group is forecast to grow 5.3% by 2035, while human judgment remains central.

What changes

  • Automating metadata extraction, indexing and reference-aid preparation for faster collection access
  • Using AI to triage electronic records, detect duplicates and support retention workflows
  • Drafting preservation assessments and scholarly reports from collection evidence

What stays human

  • Authenticating provenance and weighing legal, evidential and historical significance
  • Making acquisition decisions that shape representative, ethical collections
  • Designing exhibitions through cultural judgment, audience insight and stewardship

What to learn

  • Learn AI-assisted digital preservation, records systems and metadata quality assurance
  • Strengthen provenance research, appraisal ethics and rights management
  • Practice verifying generated descriptions, citations and cataloguing decisions against primary sources

Task by task

The ILO scored every task of the occupation separately, as the average of two AI models (GPT-4o and Gemini). The pale band is the range between the two models' scores, the dot the ILO's final score (for a few tasks expert review placed it outside the band).

  • Planning and implementing the computerized management of archives and electronic records67
  • Evaluating and preserving records for administrative, historical, legal, evidential and other purposes59
  • Directing or carrying out the preparation of indexes, bibliographies, microfilm copies and other reference aids to the collected material and making them available to users55
  • Preparing scholarly papers and reports54
  • Researching into, appraising, organizing and preserving historically significant and valuable documents such as government papers, private papers, photographs, maps, manuscripts and audiovisual materials47
  • Researching the origin, distribution and use of materials and objects of cultural and historical interest46
  • Appraising and acquiring archival materials to build and develop an archival collection for research purposes.45
  • Organizing exhibitions at museums and art galleries, publicizing exhibits and arranging special displays for general, specialized or educational interest35
  • Directing or undertaking classification and cataloguing of museum and art gallery collections and organizing exhibitions35
  • Organizing, developing and maintaining collections of artistic, cultural, scientific or historically significant items32

How much does it affect you?

Every job is different: mark which of these tasks you do and how much, and we'll compute your own, time-weighted score.

For each task: I don't do it · sometimes · most of my job.

  • Planning and implementing the computerized management of archives and electronic records(67)
  • Evaluating and preserving records for administrative, historical, legal, evidential and other purposes(59)
  • Directing or carrying out the preparation of indexes, bibliographies, microfilm copies and other reference aids to the collected material and making them available to users(55)
  • Preparing scholarly papers and reports(54)
  • Researching into, appraising, organizing and preserving historically significant and valuable documents such as government papers, private papers, photographs, maps, manuscripts and audiovisual materials(47)
  • Researching the origin, distribution and use of materials and objects of cultural and historical interest(46)
  • Appraising and acquiring archival materials to build and develop an archival collection for research purposes.(45)
  • Organizing exhibitions at museums and art galleries, publicizing exhibits and arranging special displays for general, specialized or educational interest(35)
  • Directing or undertaking classification and cataloguing of museum and art gallery collections and organizing exhibitions(35)
  • Organizing, developing and maintaining collections of artistic, cultural, scientific or historically significant items(32)
Your estimated exposure score
47/ 100

You are exactly at the occupation average. (The occupation's score: 47.)

About 40% of your working time goes to highly exposed tasks (score ≥ 50).

Most affected
  • • Planning and implementing the computerized management of archives and electronic records
  • • Evaluating and preserving records for administrative, historical, legal, evidential and other purposes
Most likely to stay human
  • • Organizing, developing and maintaining collections of artistic, cultural, scientific or historically significant items
  • • Directing or undertaking classification and cataloguing of museum and art gallery collections and organizing exhibitions

An estimate from the ILO task scores. Everything is computed in your browser — nothing is sent or stored.

How many people work in this occupational group?

Share of the Legal, social and cultural professionals group in total employment, by country (Eurostat, ISCO 2-digit — 4-digit breakdowns are not public by country).

Legal, social and cultural professionals
Table view
CountryLegal, social and cultural professionals
Luxembourg9.6% · 32 thousand · 2025
Netherlands4.5% · 444 thousand · 2025
Sweden4.3% · 227 thousand · 2025
Croatia4.1% · 70 thousand · 2025
Belgium3.8% · 197 thousand · 2025
Denmark3.6% · 109 thousand · 2025
Greece3.5% · 153 thousand · 2025
Slovenia3.5% · 35 thousand · 2025
Norway3.4% · 99 thousand · 2025
United Kingdom3.4% · 1,162 thousand · 2025
Lithuania3.3% · 49 thousand · 2025
Germany3.3% · 1,412 thousand · 2025
Finland3.3% · 86 thousand · 2025
Hungary3.3% · 154 thousand · 2025
France3.3% · 964 thousand · 2025
Austria3.2% · 146 thousand · 2025
Switzerland3.2% · 156 thousand · 2025
Cyprus3.1% · 16 thousand · 2025
Iceland3.1% · 7 thousand · 2025
Spain3.1% · 695 thousand · 2025
Estonia3.1% · 21 thousand · 2025
Bulgaria3.1% · 90 thousand · 2025
Portugal2.9% · 153 thousand · 2025
Slovakia2.7% · 72 thousand · 2025
Czechia2.6% · 136 thousand · 2025
Italy2.5% · 601 thousand · 2025
Latvia2.5% · 22 thousand · 2025
Ireland2.4% · 68 thousand · 2025
Poland2.2% · 386 thousand · 2025
Malta1.9% · 6 thousand · 2025
Romania1.9% · 147 thousand · 2025
6.49 m
Legal, social and cultural professionals — EU27
Eurostat · 2025
3.1%
of all employed (EU27)

What do they earn?

Mean gross monthly earnings in the major occupational group (Professionals). Eurostat's earnings survey only publishes pay by occupation at 1 digit, so this is the job's broader group. Enterprises with 10+ employees, 2022.

€3,850
EU average (gross/month)
+34% compared with the average of all occupations

By country, at purchasing power parity (PPS/month), so countries with different price levels can be compared.

  1. Switzerland6,389
  2. Luxembourg5,274
  3. Ireland4,873
  4. Germany4,807
  5. Belgium4,799
  6. Denmark4,446
  7. Norway4,237
  8. Austria4,099
  9. Netherlands4,031
  10. Iceland3,875
  11. EU273,850
  12. France3,791
  13. Finland3,769
  14. Romania3,559
  15. Sweden3,416
  16. Spain3,413
  17. Slovenia3,326
  18. Italy3,305
  19. Cyprus3,271
  20. Lithuania3,221
  21. Croatia2,890
  22. Czechia2,871
  23. Malta2,825
  24. Poland2,783
  25. Hungary2,777
  26. Portugal2,755
  27. Latvia2,671
  28. Estonia2,599
  29. Bulgaria2,359
  30. Slovakia2,345
  31. Greece2,321

Source: Eurostat Structure of Earnings Survey (earn_ses22_21), every four years. The United Kingdom is not covered by the survey.

Outlook to 2035

Employment in the Legal, social and cultural professionals group according to Cedefop's 2026 forecast.

400500498201520192023202720312035

thousand · Cedefop Skills Forecast 2026 · 2026–2035: projection

+16.5%
Change 2025→2035
+71 k
Expansion
128 k
Replacement demand
198 k
Total expected openings

Replacement demand is the jobs left by people retiring or changing careers — even a shrinking occupation can have many openings.

Related occupations

Sources: ILO WP140 (2025) · Eurostat lfsa_egai2d · Cedefop Skills Forecast 2026 · WEF Future of Jobs 2025 · ESCO. The exposure score measures how much of an occupation's tasks generative AI could perform — not whether the job disappears. For information only, not career advice. How do we calculate this?