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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Geoscientists, Except Hydrologists and Geographers?

Lower risk

Baseline AI displacement risk for Geoscientists, Except Hydrologists and Geographers, aggregated from 6 research sources.

What this score means

Geoscientists, Except Hydrologists and Geographers leans toward the safer end for Research & Science. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 30 out of 100 it scores 9 points below the Research & Science average of 39. Across the 6 sources behind this baseline, individual estimates run from 12 to 48, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Geoscientists, Except Hydrologists and Geographers, most central first, showing 12 of 32.

  • 01Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.
  • 02Analyze and interpret geological data, using computer software.
  • 03Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains.
  • 04Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.
  • 05Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions.
  • 06Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research.
  • 07Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities.
  • 08Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results.
  • 09Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.
  • 10Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers.
  • 11Locate and review research articles or environmental, historical, or technical reports.
  • 12Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 6 research sources that scored Geoscientists, Except Hydrologists and Geographers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Geoscientists, Except Hydrologists and Geographers?
Published research puts Geoscientists, Except Hydrologists and Geographers at 30 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Geoscientists, Except Hydrologists and Geographers?
Only partly. Individual estimates for Geoscientists, Except Hydrologists and Geographers run from 12 to 48 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which research & science roles face similar AI exposure?
The closest published research & science roles to Geoscientists, Except Hydrologists and Geographers by score are Clinical Neuropsychologists (31/100), Neuropsychologists (31/100), and Physical Scientists, All Other (31/100). Each has its own page with the research behind its number.

Also covers

Consultant Geologist · Core Analysis Operator · Core Analyst · Crystallographer · Development Geologist · Engineering Geologist · Environmental Geologist · Environmental Protection Geologist and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.