125 lines
3.9 KiB
Markdown
125 lines
3.9 KiB
Markdown
# Market evidence report — ecologist
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Source: **34 real job ads** (JSearch API, countries: us 34), extracted into the MSSQL evidence store; as of 2026-07-11.
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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 | 56 % |
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| n/a | 6 | 18 % |
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| junior | 6 | 18 % |
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| senior | 3 | 9 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | ArcGIS | 5 | 15 % |
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| 2 | Microsoft Office | 5 | 15 % |
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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 | 7 | 21 % |
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| 2 | wetland delineation | 7 | 21 % |
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| 3 | project management | 6 | 18 % |
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| 4 | site investigation | 4 | 12 % |
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| 5 | data management | 3 | 9 % |
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| 6 | environmental science | 3 | 9 % |
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| 7 | remediation | 3 | 9 % |
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| 8 | report preparation | 3 | 9 % |
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| 9 | technical report writing | 3 | 9 % |
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| 10 | technical writing | 3 | 9 % |
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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 | data analysis | 5 | 15 % |
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| 2 | report preparation | 4 | 12 % |
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| 3 | field data collection | 3 | 9 % |
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## Regional breakdown
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> **Corpus note:** 34 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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34 ads.
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**Top hard skills:**
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- data analysis — 21 % (7 ads)
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- wetland delineation — 21 % (7 ads)
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- project management — 18 % (6 ads)
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- site investigation — 12 % (4 ads)
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- data management — 9 % (3 ads)
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- environmental science — 9 % (3 ads)
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- remediation — 9 % (3 ads)
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- report preparation — 9 % (3 ads)
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- technical report writing — 9 % (3 ads)
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- technical writing — 9 % (3 ads)
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**Top tools:**
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- ArcGIS — 15 % (5 ads)
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- Microsoft Office — 15 % (5 ads)
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- ArcGIS Pro — 6 % (2 ads)
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- AutoCAD — 6 % (2 ads)
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- GitHub — 6 % (2 ads)
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- Google Suite — 6 % (2 ads)
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- R Studio — 6 % (2 ads)
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- SAS — 6 % (2 ads)
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**Seniority:** mid 56 % · n/a 18 % · junior 18 % · senior 9 %
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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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| Environmental Scientist | 4 |
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| Ecologist | 2 |
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| Mid-level Environmental Scientist | 2 |
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| Adjunct Faculty, Environmental Science (wildlife Ecology And Management) | 1 |
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| Biodiversity & Nature Markets Scientist | 1 |
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| Consultant Ecologist | 1 |
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| Ecologist (Postdoctoral Research Fellow), IS-0408-09 | 1 |
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| Ecologist II | 1 |
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| Ecology Assistant (26 Weeks) – Americorps | 1 |
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| Environmental Justice - Environmental Scientist (EJE4) | 1 |
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| Environmental Scientist / Research Environmental Scientist | 1 |
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| Environmental Scientist II | 1 |
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| Field Ecologist | 1 |
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| Fisheries Ecologist - Data Analysis | 1 |
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| Fisheries Ecologist - Field Data Collection | 1 |
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| Junior Environmental Scientist/Geologist - Field & Reports | 1 |
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| Managing Technical Consultant, Ecologist | 1 |
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| Mid-level Geologist, Engineer, or Environmental Scientist | 1 |
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| NEON Field Ecologist I - Instrumentation - KS | 1 |
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| NEON Field Ecologist I – Instrumentation – KS | 1 |
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| Principal Technical Consultant, Ecologist | 1 |
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| Range Ecologist | 1 |
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| Remote Ecologist & Environmental Scientist | 1 |
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| Restoration Ecologist | 1 |
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| Senior Ecologist + Placement Bonus of 1,750 | 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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