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demographer/references/market.md
2026-08-14 16:46:23 +02:00

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Market evidence report — demographer

Source: 9 real job ads (JSearch API, countries: us 9), extracted into the MSSQL evidence store; as of 2026-07-11. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority Ads Share
n/a 4 44 %
senior 2 22 %
mid 2 22 %
junior 1 11 %

Tools — full market ranking

# Item Ads Share

Hard skills — full market ranking

# Item Ads Share
1 data analysis 4 44 %

Methods — full market ranking

# Item Ads Share

Responsibilities — full market ranking

# Item Ads Share

Regional breakdown

Corpus note: 9 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

US (us)

Insufficient evidence — 9 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

UK (gb)

Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

EU/DACH (de, at, ch, nl)

Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

Job title variants in the market

Title Ads
Research Scientist, Demography and Survey Sciences 2
Applied Demographer 1
National Consultant: Senior Demographer Consultants, Kabul Afghanistan/Remote 28 1
National Consultant: Senior Demographer Consultants, Kabul Afghanistan/Remote 8 1
Part-Time Research Assistant in Family Demography 1
Postdoctoral Scholar - Emerging Disparities in Population Health 1
Senior Demographer 1
Statistician (Demographer) 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.