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big-data-archive-librarian/references/market.md
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Market evidence report — big-data-archive-librarian

Source: 15 real job ads (JSearch API, countries: us 15), extracted into the MSSQL evidence store; as of 2026-07-09. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority Ads Share
mid 11 73 %
junior 2 13 %
n/a 1 7 %
senior 1 7 %

Tools — full market ranking

# Item Ads Share
1 ArchivesSpace 4 27 %
2 Microsoft Office 3 20 %

Hard skills — full market ranking

# Item Ads Share
1 metadata creation 6 40 %
2 digital preservation 5 33 %
3 archival arrangement 3 20 %
4 cataloging 3 20 %
5 digitization 3 20 %

Methods — full market ranking

# Item Ads Share

Responsibilities — full market ranking

# Item Ads Share

Job title variants in the market

Title Ads
Digital Archivist 6
Archival Metadata Librarian — Physical Archives 1
Archives Technician 1
Archivist - Library 1
Assistant Librarian: Digital Processing Archivist 1
Digital Archivist Intern 1
Historian (Vacancy#:VAR003385) 1
Librarian/Cataloger 1
Librarian/Cataloger 1
Library Technician (Metadata and Digitization Support) 1

Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.