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geophysicist/references/market.md
2026-08-14 16:45:09 +02:00

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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.