2.5 KiB
Market evidence report — geophysicist
Source: 12 real job ads (JSearch API, countries: us 12), extracted into the MSSQL evidence store; as of 2026-07-12. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 7 | 58 % |
| junior | 4 | 33 % |
| n/a | 1 | 8 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | MATLAB | 4 | 33 % |
| 2 | Python | 4 | 33 % |
| 3 | C++ | 3 | 25 % |
| 4 | R language | 3 | 25 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | algorithm development | 4 | 33 % |
| 2 | data analysis | 4 | 33 % |
| 3 | geophysical data collection | 4 | 33 % |
| 4 | data processing | 3 | 25 % |
| 5 | electromagnetic surveys | 3 | 25 % |
| 6 | geophysical data analysis | 3 | 25 % |
| 7 | geophysical modeling | 3 | 25 % |
| 8 | geophysical surveys | 3 | 25 % |
| 9 | inversion theory | 3 | 25 % |
| 10 | machine learning | 3 | 25 % |
| 11 | subsurface modeling | 3 | 25 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | 3D visualization | 3 | 25 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | safety rule adherence | 4 | 33 % |
| 2 | data analysis | 3 | 25 % |
| 3 | field survey leadership | 3 | 25 % |
Regional breakdown
Corpus note: 12 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 — 12 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 |
|---|---|
| Staff Geophysicist | 4 |
| Field Geophysicist | 3 |
| Geophysical Professional | 1 |
| Geophysicist | 1 |
| Geophysicist/Geodesist | 1 |
| Senior Geophysicist: Field Data & Modeling for Security | 1 |
| Staff Geophysict | 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.