Will geological technicians be replaced by AI?
Updated
Geological technicians score 43 of 100 for AI exposure. The largest share of their task time, 48%, is work AI speeds up while they stay in charge. AI can take over 14% outright, and 38% stays with people.
- 14% AI can do it
- 48% AI helps
- 38% Needs a person
Moderate exposure
Higher than 58% of the 923 occupations we scored.
Task by task
We graded 29 tasks, listed here from most to least exposed. AI can do 3 of them today, speeds up 14 and leaves 12 to people.
| Task | AI exposure |
|---|---|
| Compile, log, or record testing or operational data for review and further analysis. Routine logging and compiling of test data is highly automatable. | 70% AI can do it |
| Read and study reports in order to compile information and data for geological and geophysical prospecting. Reading reports and extracting data is well suited to AI. | 70% AI can do it |
| Assemble, maintain, or distribute information for library or record systems. Cataloguing and record upkeep are routine digital tasks. | 70% AI can do it |
| Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis. AI drafts and checks technical reports; expert signs off. | 65% AI helps |
| Compile data used to address environmental issues, such as the suitability of potential landfill sites. AI compiles site data well; experts make suitability calls. | 55% AI helps |
| Evaluate and interpret seismic data with the aid of computers. Seismic software and ML help greatly; geologist still interprets. | 55% AI helps |
| Prepare notes, sketches, geological maps, or cross-sections. AI drafts notes and map text; sketches need geologist judgement. | 45% AI helps |
| Plot information from aerial photographs, well logs, section descriptions, or other databases. Software helps plot data; interpreting imagery needs expert judgement. | 45% AI helps |
| Interview individuals, and research public databases in order to obtain information. AI speeds database research; interviews need human contact. | 40% AI helps |
| Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits. AI seismic tools assist; experts lead exploration decisions. | 40% AI helps |
Show the other 19 tasks
| Task | AI exposure |
|---|---|
| Assess the environmental impacts of development projects on subsurface materials. AI helps analyze impact data; expert judgement stays central. | 40% AI helps |
| Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment. Lab testing needs hands on work; AI aids result analysis. | 35% AI helps |
| Record readings in order to compile data used in prospecting for oil or gas. Sensor logging can be automated; field reading needs presence. | 35% AI helps |
| Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas. AI aids interpretation; core inspection needs expert eyes. | 35% AI helps |
| Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations. Data review is AI assisted; subsurface collection is physical. | 30% AI helps |
| Participate in the evaluation of possible mining locations. Site evaluation blends field visits with data review. | 30% AI helps |
| Collaborate with hydrogeologists to evaluate groundwater or well circulation. Collaboration is human; AI supports groundwater data modeling. | 25% AI helps |
| Collect geological data from potential geothermal energy plant sites. Collecting site data is physical field work. | 15% Needs a person |
| Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability. Geophysical surveys need field crews and equipment on site. | 15% Needs a person |
| Operate or adjust equipment or apparatus used to obtain geological data. Operating field equipment to gather data is hands on work. | 15% Needs a person |
| Plan and direct activities of workers who operate equipment to collect data. Directing field crews needs live people management and presence. | 15% Needs a person |
| Measure geological characteristics used in prospecting for oil or gas, using measuring instruments. Field measurements need hands on instrument work. | 15% Needs a person |
| Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs. Field surveys and drilling need physical presence on site. | 12% Needs a person |
| Create photographic recordings of information, using equipment. Photographing sites requires physical presence and equipment handling. | 12% Needs a person |
| Collect or prepare solid or fluid samples for analysis. Physical sample collection and preparation needs on site handling. | 10% Needs a person |
| Adjust or repair testing, electrical, or mechanical equipment or devices. Repairing equipment requires hands on physical skill. | 10% Needs a person |
| Supervise well exploration, drilling activities, or well completions. On site supervision and safety oversight need human presence. | 10% Needs a person |
| Set up or direct set-up of instruments used to collect geological data. Physical instrument setup happens on site, performed by people. | 8% Needs a person |
| Inspect engines for wear or defective parts, using equipment or measuring devices. Physical engine inspection needs skilled hands on work. | 8% Needs a person |
How geological technicians compare
All occupations (923)
Life, physical and social science (60)
Pay and outlook in the US
- Median pay
- $53,350 a year, May 2025
- People employed
- 6,980 in the US, May 2025
- Projected change in jobs
- +3.6% from 2024 to 2034
Skills to build
- Set up downhole logging instruments on drilling sites
- Analyze mud and drill cuttings under a microscope
- Map well and sample locations in ESRI ArcGIS
- Audit compiled test logs in Microsoft Excel
- Draft and check technical reports in Microsoft Word
- Produce well and bore hole plots in Autodesk AutoCAD
Safer roles nearby
4 related occupations with lower scores.
Questions about geological technicians and AI
Will AI replace geological technicians?
Partly. About 4 in 10 working hours go to tasks AI can already do, mostly compiling test data and reading reports for prospecting. Field work stays with people, from setting up instruments on site to supervising drilling and well completions.
Which tasks will AI take from geological technicians?
Logging and compiling test data scores 70 on exposure, since routine records follow fixed formats that software fills in on its. Reading reports to pull out prospecting data also scores 70, because extracting figures from text is well suited to AI. Cataloguing library and record systems scores 70 too.
Which tasks stay with geological technicians?
Setting up instruments and inspecting engines both score 8 on exposure, the lowest of any task. Collecting samples and supervising drilling score 10, and each needs hands on equipment or a person on site.
How can geological technicians stay valuable?
Stay valuable by taking responsibility for the hands on work, such as collecting cuttings and setting up downhole instruments, and by checking the data AI produces. Use ESRI ArcGIS to map well and sample locations, and Microsoft Excel to audit compiled test logs before a geologist sees them.
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