# Market evidence report — ecologist Source: **34 real job ads** (JSearch API, countries: us 34), 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 | |---|---|---| | mid | 19 | 56 % | | n/a | 6 | 18 % | | junior | 6 | 18 % | | senior | 3 | 9 % | ## Tools — full market ranking | # | Item | Ads | Share | |---|---|---|---| | 1 | ArcGIS | 5 | 15 % | | 2 | Microsoft Office | 5 | 15 % | ## Hard skills — full market ranking | # | Item | Ads | Share | |---|---|---|---| | 1 | data analysis | 7 | 21 % | | 2 | wetland delineation | 7 | 21 % | | 3 | project management | 6 | 18 % | | 4 | site investigation | 4 | 12 % | | 5 | data management | 3 | 9 % | | 6 | environmental science | 3 | 9 % | | 7 | remediation | 3 | 9 % | | 8 | report preparation | 3 | 9 % | | 9 | technical report writing | 3 | 9 % | | 10 | technical writing | 3 | 9 % | ## Methods — full market ranking | # | Item | Ads | Share | |---|---|---|---| ## Responsibilities — full market ranking | # | Item | Ads | Share | |---|---|---|---| | 1 | data analysis | 5 | 15 % | | 2 | report preparation | 4 | 12 % | | 3 | field data collection | 3 | 9 % | ## Regional breakdown > **Corpus note:** 34 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. ### US (us) 34 ads. **Top hard skills:** - data analysis — 21 % (7 ads) - wetland delineation — 21 % (7 ads) - project management — 18 % (6 ads) - site investigation — 12 % (4 ads) - data management — 9 % (3 ads) - environmental science — 9 % (3 ads) - remediation — 9 % (3 ads) - report preparation — 9 % (3 ads) - technical report writing — 9 % (3 ads) - technical writing — 9 % (3 ads) **Top tools:** - ArcGIS — 15 % (5 ads) - Microsoft Office — 15 % (5 ads) - ArcGIS Pro — 6 % (2 ads) - AutoCAD — 6 % (2 ads) - GitHub — 6 % (2 ads) - Google Suite — 6 % (2 ads) - R Studio — 6 % (2 ads) - SAS — 6 % (2 ads) **Seniority:** mid 56 % · n/a 18 % · junior 18 % · senior 9 % ### 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 | |---|---| | Environmental Scientist | 4 | | Ecologist | 2 | | Mid-level Environmental Scientist | 2 | | Adjunct Faculty, Environmental Science (wildlife Ecology And Management) | 1 | | Biodiversity & Nature Markets Scientist | 1 | | Consultant Ecologist | 1 | | Ecologist (Postdoctoral Research Fellow), IS-0408-09 | 1 | | Ecologist II | 1 | | Ecology Assistant (26 Weeks) – Americorps | 1 | | Environmental Justice - Environmental Scientist (EJE4) | 1 | | Environmental Scientist / Research Environmental Scientist | 1 | | Environmental Scientist II | 1 | | Field Ecologist | 1 | | Fisheries Ecologist - Data Analysis | 1 | | Fisheries Ecologist - Field Data Collection | 1 | | Junior Environmental Scientist/Geologist - Field & Reports | 1 | | Managing Technical Consultant, Ecologist | 1 | | Mid-level Geologist, Engineer, or Environmental Scientist | 1 | | NEON Field Ecologist I - Instrumentation - KS | 1 | | NEON Field Ecologist I – Instrumentation – KS | 1 | | Principal Technical Consultant, Ecologist | 1 | | Range Ecologist | 1 | | Remote Ecologist & Environmental Scientist | 1 | | Restoration Ecologist | 1 | | Senior Ecologist + Placement Bonus of 1,750 | 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.