117 lines
3.4 KiB
Markdown
117 lines
3.4 KiB
Markdown
# Market evidence report — biologist
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Source: **30 real job ads** (JSearch API, countries: us 30), extracted into the MSSQL evidence store; as of 2026-07-09.
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This report contains extracted, aggregated facts only — no ad text is
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reproduced (copyright / platform terms).
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## Seniority distribution
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| Seniority | Ads | Share |
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|---|---|---|
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| mid | 19 | 63 % |
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| senior | 6 | 20 % |
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| junior | 3 | 10 % |
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| lead | 1 | 3 % |
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| n/a | 1 | 3 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | Microsoft Office | 3 | 10 % |
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## Hard skills — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | data analysis | 12 | 40 % |
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| 2 | data collection | 6 | 20 % |
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| 3 | habitat assessment | 6 | 20 % |
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| 4 | ecological assessment | 3 | 10 % |
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| 5 | immunohistochemistry | 3 | 10 % |
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| 6 | sample preparation | 3 | 10 % |
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## Methods — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | equipment maintenance | 4 | 13 % |
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| 2 | client communication | 3 | 10 % |
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| 3 | data analysis | 3 | 10 % |
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| 4 | junior staff mentoring | 3 | 10 % |
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| 5 | project delivery | 3 | 10 % |
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| 6 | record maintenance | 3 | 10 % |
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## Regional breakdown
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> **Corpus note:** 30 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
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### US (us)
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30 ads.
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**Top hard skills:**
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- data analysis — 40 % (12 ads)
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- data collection — 20 % (6 ads)
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- habitat assessment — 20 % (6 ads)
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- ecological assessment — 10 % (3 ads)
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- immunohistochemistry — 10 % (3 ads)
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- sample preparation — 10 % (3 ads)
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- aseptic technique — 7 % (2 ads)
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- bacterial culture — 7 % (2 ads)
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- cell culture — 7 % (2 ads)
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- consultancy services — 7 % (2 ads)
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**Top tools:**
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- Microsoft Office — 10 % (3 ads)
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**Seniority:** mid 63 % · senior 20 % · junior 10 % · lead 3 % · n/a 3 %
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### UK (gb)
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**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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### EU/DACH (de, at, ch, nl)
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**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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## Job title variants in the market
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| Title | Ads |
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|---|---|
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| Animal Biologist | 1 |
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| Bergstrom Award | 1 |
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| Biologist | 1 |
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| Biologist - Entry Level | 1 |
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| Biologist (Electron Microscopy) | 1 |
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| Biologist All Source Analyst, Senior | 1 |
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| Biologist I | 1 |
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| Biologist II | 1 |
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| Biologist Remote | 1 |
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| Biology Scientist | 1 |
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| Computational Biologist | 1 |
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| F&W-2026-10 Principal Biologist - Education | 1 |
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| Field Biologist | 1 |
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| Field Biologist (Field Based) | 1 |
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| Field Ornithologist/Naturalist | 1 |
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| Fish and Wildlife Biologist at U.S. Fish and Wildlife Service Davis, WV | 1 |
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| Fish Biologist | 1 |
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| In Vivo Biologist | 1 |
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| Lead Biologist | 1 |
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| Molecular Biologist - Fully Remote | Upto $70/hr | 1 |
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| On-Call Senior Bat Biologist | 1 |
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| Radar Ornithologists | 1 |
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| Scientist II, Biology | 1 |
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| Senior Ornithologist - Lead Bird Surveys & Ecology Projects | 1 |
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| Senior/Principal/Associate Ornithologist | 1 |
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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.
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