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mine-geologist/references/market.md
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Market evidence report — mine-geologist

Source: 32 real job ads (JSearch API, countries: us 32), extracted into the MSSQL evidence store; as of 2026-07-18. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority Ads Share
mid 17 53 %
senior 10 31 %
lead 3 9 %
junior 1 3 %
n/a 1 3 %

Tools — full market ranking

# Item Ads Share
1 Vulcan 12 38 %
2 Leapfrog 8 25 %
3 AcQuire 7 22 %
4 Leapfrog Geo 7 22 %
5 ArcGIS 4 12 %

Hard skills — full market ranking

# Item Ads Share
1 data analysis 10 31 %
2 resource estimation 10 31 %
3 geological mapping 9 28 %
4 geological modeling 8 25 %
5 data interpretation 6 19 %
6 mineral resource estimation 5 16 %
7 core logging 4 12 %
8 data validation 4 12 %
9 geological data collection 4 12 %
10 geological interpretation 4 12 %
11 grade control 4 12 %
12 data collection 3 9 %
13 geologic modeling 3 9 %
14 mapping 3 9 %
15 project management 3 9 %
16 resource modeling 3 9 %
17 sampling techniques 3 9 %

Methods — full market ranking

# Item Ads Share
1 grade control 4 12 %

Responsibilities — full market ranking

# Item Ads Share
1 report generation 4 12 %
2 report preparation 4 12 %
3 data analysis 3 9 %
4 safety compliance 3 9 %
5 technical report preparation 3 9 %

Regional breakdown

Corpus note: 32 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

US (us)

32 ads.

Top hard skills:

  • data analysis — 31 % (10 ads)
  • resource estimation — 31 % (10 ads)
  • geological mapping — 28 % (9 ads)
  • geological modeling — 25 % (8 ads)
  • data interpretation — 19 % (6 ads)
  • mineral resource estimation — 16 % (5 ads)
  • core logging — 12 % (4 ads)
  • data validation — 12 % (4 ads)
  • geological data collection — 12 % (4 ads)
  • geological interpretation — 12 % (4 ads)

Top tools:

  • Vulcan — 38 % (12 ads)
  • Leapfrog — 25 % (8 ads)
  • AcQuire — 22 % (7 ads)
  • Leapfrog Geo — 22 % (7 ads)
  • ArcGIS — 12 % (4 ads)
  • AutoCAD — 6 % (2 ads)
  • Micromine — 6 % (2 ads)
  • Microsoft Excel — 6 % (2 ads)
  • Microsoft Office — 6 % (2 ads)
  • MS Access — 6 % (2 ads)

Seniority: mid 53 % · senior 31 % · lead 9 % · junior 3 % · n/a 3 %

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
Mine Geologist 7
NGM - Senior Mine Geologist (Underground or Surface) 2
Barrick - Exploration Principal Geologist 1
Chief Mine Geologist 1
Geologist 1
Geologist - Mine 1
Geologist Exploration Project 1
Graduate Mine Geologist 1
Lead Mine Geologist - Resource Exploration 1
Lead Mine Geologist Ore Control & Planning 1
Mine Geologist — OnSite Camp, 15/13 Rotation 1
NGM - Resource Geologist 1
Principal Mine Geology Perth, Brisbane, Adelaide, Denver, Toronto or Santiago
Production Geologist 1
Project Geologist - Gunnison Project 1
Senior Exploration Geologist 1
Senior Geologist 1
Senior Mine Geologist 1
Senior Mine Geologist: Grade Control & Geometallurgy Lead 1
Senior Mine Resource Geologist 1
Senior Mine Resource Geologist - Model & Feasibility Lead 1
Senior Resource Geologist - Mine Modeling & Growth 1
Senior/Principal Geologist 1
Underground Mine Geologist 1
Underground Mine Geologist - Remote Camp & Growth 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.