Occupation baseline · Research consensus
Will AI replace Mining and Geological Engineers, Including Mining Safety Engineers?
Baseline AI displacement risk for Mining and Geological Engineers, Including Mining Safety Engineers, aggregated from 5 research sources.
What this score means
Mining and Geological Engineers, Including Mining Safety Engineers leans toward the safer end for Engineering. 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 34 out of 100 it sits close to the Engineering average of 36. Across the 5 sources behind this baseline, individual estimates run from 13 to 50, 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 Mining and Geological Engineers, Including Mining Safety Engineers, most central first, showing 12 of 18.
- 01Prepare technical reports for use by mining, engineering, and management personnel.
- 02Inspect mining areas for unsafe structures, equipment, and working conditions.
- 03Select or develop mineral location, extraction, and production methods, based on factors such as safety, cost, and deposit characteristics.
- 04Select locations and plan underground or surface mining operations, specifying processes, labor usage, and equipment that will result in safe, economical, and environmentally sound extraction of minerals and ores.
- 05Prepare schedules, reports, and estimates of the costs involved in developing and operating mines.
- 06Monitor mine production rates to assess operational effectiveness.
- 07Supervise, train, and evaluate technicians, technologists, survey personnel, engineers, scientists or other mine personnel.
- 08Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits.
- 09Design, implement, and monitor the development of mines, facilities, systems, or equipment.
- 10Test air to detect toxic gases and recommend measures to remove them, such as installation of ventilation shafts.
- 11Implement and coordinate mine safety programs, including the design and maintenance of protective and rescue equipment and safety devices.
- 12Devise solutions to problems of land reclamation and water and air pollution, such as methods of storing excavated soil and returning exhausted mine sites to natural states.
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 5 research sources that scored Mining and Geological Engineers, Including Mining Safety Engineers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Mining and Geological Engineers, Including Mining Safety Engineers?
- Published research puts Mining and Geological Engineers, Including Mining Safety Engineers at 34 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Mining and Geological Engineers, Including Mining Safety Engineers?
- Only partly. Individual estimates for Mining and Geological Engineers, Including Mining Safety Engineers run from 13 to 50 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which engineering roles face similar AI exposure?
- The closest published engineering roles to Mining and Geological Engineers, Including Mining Safety Engineers by score are Electrical and Electronic Engineering Technologists and Technicians (34/100), Fire-Prevention and Protection Engineers (34/100), and Industrial Engineering Technologists and Technicians (34/100). Each has its own page with the research behind its number.
Also covers
Coal Mine Inspector · Engineer · Exploration Engineer · Field Engineer · Geological Engineer · Geophysical Engineer · Geotechnical Engineer · Geotechnical Project Engineer and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More engineering occupations
- Electrical and Electronic Engineering Technologists and Technicians34/100
- Fire-Prevention and Protection Engineers34/100
- Industrial Engineering Technologists and Technicians34/100
- Landscape Architects34/100
- Mechatronics Engineers34/100
- Water/Wastewater Engineers34/100
- Civil Engineers33/100
- Electrical Engineers33/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.