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How a geological technician can use AI, task by task

O*NET 19-4043.00: Geological Technicians, Except Hydrologic TechniciansMedian pay $53,350/year (BLS, May 2025)29 tasksJob Zone 4: Considerable preparation

Assist scientists or engineers in the use of electronic, sonic, or nuclear measuring instruments in laboratory, exploration, and production activities to obtain data indicating resources such as metallic ore, minerals, gas, coal, or petroleum. Analyze mud and drill cuttings. Chart pressure, temperature, and other characteristics of wells or bore holes.

Type your own title and every prompt on this page updates to match. Also called: Core Inspector, Environmental Field Services Technician, Environmental Sampling Technician, Geological E-Logger, Geological Technician, Geoscience Technician, Geotechnician, Materials Technician, Physical Science Technician, Soils Technician.

Where AI fits in this job

AI-ready 18%AI-assist 32%Stays human 51%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 4 AI-ready, 11 AI-assist and 14 human-led tasks out of 29. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 4

AI produces a usable first pass. You review it, fix it and own it.

Compile, log, or record testing or operational data for review and further analysis.

Daily

AI writes the first draft from your notes; you check every fact.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 92% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a geological technician. Part of my job is to compile, log, or record testing or operational data for review and further analysis.

Context: We use Microsoft Word.
Experiment: [describe]
Data: [paste]

Draft a structured record entry. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Lab or research record

Step 1Pick a real example: the next time you compile, log, or record testing or operational data (today).
Step 2Fill in [Experiment] and [Data] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.2/5 · core task · O*NET work activity: Record research or operational data..

Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.

Monthly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 83% of those conversations; the rest were back-and-forth with the person. This label was updated from real usage data.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a geological technician. Part of my job is to prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Data: [paste or describe]
Question: [what to determine]

Suggest analysis steps, methods and code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Geoscience data interpretation

Step 1Pick a real example: the next time you prepare or review professional and technical.
Step 2Fill in [Data] and [Question] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.8/5 · core task · O*NET work activity: Analyze geological or geographical data.. Also involves: Record research or operational data..

Compile data used to address environmental issues, such as the suitability of potential landfill sites.

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a geological technician. Part of my job is to compile data used to address environmental issues, such as the suitability of potential landfill sites.

Context: We use SAP software and Inventory management systems.
Data sources: [monitoring, permits, field data]
Report need: [what it's for]

Propose a data table structure and summary format. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Environmental data compilation

Step 1Pick a real example: the next time you compile data used.
Step 2Fill in [Data sources] and [Report need] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

O*NET work activity: Compile environmental or climatological data..

Record readings in order to compile data used in prospecting for oil or gas.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a geological technician. Part of my job is to record readings in order to compile data used in prospecting for oil or gas.

Context: We use Microsoft Word.
Experiment: [describe]
Data: [paste]

Draft a structured record entry. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Lab or research record

Step 1Pick a real example: the next time you record readings.
Step 2Fill in [Experiment] and [Data] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.8/5 · O*NET work activity: Record research or operational data..

AI can help you prep these 11

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Prepare notes, sketches, geological maps, or cross-sections.

Weekly

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a geological technician. Part of my job is to prepare notes, sketches, geological maps, or cross-sections.

Context: We use Adobe Illustrator and Corel CorelDraw Graphics Suite; the work draws on geography, chemistry and physics.
Map: [geological, survey, mosaic]
Data: [sources]

Outline the workflow, layers and symbology. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Map preparation

Step 1Pick a real example: the next time you prepare notes, sketches and geological maps (this week).
Step 2Fill in [Map] and [Data] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 4.1/5 · core task · O*NET work activity: Prepare maps..

Read and study reports in order to compile information and data for geological and geophysical prospecting.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geological technician. Part of my job is to read and study reports in order to compile information and data for geological and geophysical prospecting.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Research question: [what the data should show]
Archives or sources: [site reports, records, collections]

List the types of records likely to help, how to search each archive, how to record provenance, and gaps to expect.

10-minute exercise: Archive data plan

Step 1Pick a real example: the next time you read and study reports in order to compile information and data.
Step 2Fill in [Research question] and [Archives or sources] with the real details, then run the prompt.
Step 3Search one archive using its plan and log provenance for what you find.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.7/5 · core task · O*NET work activity: Collect archival data..

Interview individuals, and research public databases in order to obtain information.

Monthly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a geological technician. Part of my job is to interview individuals, and research public databases in order to obtain information.

Context: The work draws on geography, chemistry and physics.
What I need to learn: [topic]
Who I'll ask: [type of people]
Method: [interview, survey, observation]

Draft the questions or observation checklist, sampling tips, and a template for recording answers. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview or survey design

Step 1Pick a real example: the next time you interview individuals.
Step 2Fill in [What I need to learn], [Who I'll ask] and [Method].
Step 3Pilot it with one person and fix the confusing parts.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 3.6/5 · core task · O*NET work activity: Collect information from people through observation, interviews, or surveys.. Also involves: Collect archival data..

Plot information from aerial photographs, well logs, section descriptions, or other databases.

Monthly

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a geological technician. Part of my job is to plot information from aerial photographs, well logs, section descriptions, or other databases.

Context: We use Adobe Illustrator and Corel CorelDraw Graphics Suite; the work draws on geography, chemistry and physics.
Map: [geological, survey, mosaic]
Data: [sources]

Outline the workflow, layers and symbology. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Map preparation

Step 1Pick a real example: the next time you plot information.
Step 2Fill in [Map] and [Data] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.5/5 · core task · O*NET work activity: Prepare maps..

Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a geological technician. Part of my job is to apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.

Context: We use Seismic Micro-Technology KINGDOM and Petroleum Software Technologies; the work draws on geography, chemistry and physics.
Resource: [oil, gas, minerals, water, aggregate]
Data: [geospatial, survey]

Outline analysis steps and indicators. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Resource location analysis

Step 1Pick a real example: the next time you apply new technologies.
Step 2Fill in [Resource] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

O*NET work activity: Locate natural resources using geospatial or other environmental data..

Evaluate and interpret seismic data with the aid of computers.

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a geological technician. Part of my job is to evaluate and interpret seismic data with the aid of computers.

Context: We use Seismic Micro-Technology KINGDOM and petroWEB Global Seismic Library; the work draws on geography, chemistry and physics.
Data: [paste or describe]
Question: [what to determine]

Suggest analysis steps, methods and code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Geoscience data interpretation

Step 1Pick a real example: the next time you evaluate and interpret seismic data with the aid of computers.
Step 2Fill in [Data] and [Question] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

O*NET work activity: Analyze geological or geographical data..

Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geological technician. Part of my job is to participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Question: [what I want to understand about the rock, soil or structure]
Data available: [samples, maps, cores, surveys]

Suggest hypotheses, the observations or tests to distinguish them, classification schemes that apply, and key references.

10-minute exercise: Geology research plan

Step 1Pick a real example: the next time you participate in geological, geophysical and geochemical.
Step 2Fill in [Question] and [Data available] with the real details, then run the prompt.
Step 3Verify the classification scheme and references in your standard sources.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.9/5 · core task · O*NET work activity: Research geological features or processes..

Measure geological characteristics used in prospecting for oil or gas, using measuring instruments.

Monthly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a geological technician. Part of my job is to measure geological characteristics used in prospecting for oil or gas, using measuring instruments.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Resource: [oil, gas, minerals, water, aggregate]
Data: [geospatial, survey]

Outline analysis steps and indicators. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Resource location analysis

Step 1Pick a real example: the next time you measure geological characteristics used.
Step 2Fill in [Resource] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.6/5 · O*NET work activity: Locate natural resources using geospatial or other environmental data..

Participate in the evaluation of possible mining locations.

A few times a year

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a geological technician. Part of my job is to participate in the evaluation of possible mining locations.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Resource: [oil, gas, minerals, water, aggregate]
Data: [geospatial, survey]

Outline analysis steps and indicators. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Resource location analysis

Step 1Pick a real example: the next time you participate in the evaluation of possible mining locations.
Step 2Fill in [Resource] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.3/5 · O*NET work activity: Locate natural resources using geospatial or other environmental data..

Assess the environmental impacts of development projects on subsurface materials.

A few times a year

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geological technician. Part of my job is to assess the environmental impacts of development projects on subsurface materials.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Activity and area: [land use, industry, development]
Species or resources of concern: [list]

Outline likely effects, study design, sampling methods, and literature to review. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Environmental effects study

Step 1Pick a real example: the next time you assess the environmental impacts of development projects.
Step 2Fill in [Activity and area] and [Species or resources of concern].
Step 3Check the sampling method against your field's standard protocol.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.2/5 · O*NET work activity: Research environmental impact of industrial or development activities..

Collaborate with hydrogeologists to evaluate groundwater or well circulation.

A few times a year

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geological technician. Part of my job is to collaborate with hydrogeologists to evaluate groundwater or well circulation.

Context: We use Landmark Graphics GeoGraphix and Seismic Micro-Technology KINGDOM; the work draws on geography, chemistry and physics.
Project: [research, audit, multidisciplinary]
My role: [describe]

List what to prepare, questions for collaborators, and a shared plan outline. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Collaboration prep

Step 1Pick a real example: the next time you collaborate with hydrogeologists.
Step 2Fill in [Project] and [My role] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 2.4/5 · O*NET work activity: Collaborate on research activities with scientists or technical specialists..

These stay human 14

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: once a week or more but not every day · Contact with others: contact with others most of the time · Impact of decisions: important results

Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.

Context: The work draws on geography, chemistry and physics.
Samples: [soil, rock, particles]
Tests: [what to measure]

Make a lab prep checklist and data sheet. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sample analysis prep

Step 1Pick a real example: the next time you test and analyze samples (today).
Step 2Fill in [Samples] and [Tests] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.6/5 · core task · O*NET work activity: Analyze geological samples..

Collect or prepare solid or fluid samples for analysis.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to collect or prepare solid or fluid samples for analysis.

Context: The work draws on geography, chemistry and physics.
Purpose: [quality, spill, outbreak]
Samples: [materials, food, water]

List sampling points, methods, containers and chain of custody. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sampling plan

Step 1Pick a real example: the next time you collect or prepare solid or fluid samples (today).
Step 2Fill in [Purpose] and [Samples] with the real details, then run the prompt.
Step 3Check holding times and methods with your lab.

Importance 4.5/5 · core task · O*NET work activity: Collect samples for analysis or testing..

Adjust or repair testing, electrical, or mechanical equipment or devices.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to adjust or repair testing, electrical, or mechanical equipment or devices.

Context: The work draws on geography, chemistry and physics.
Instrument: [surveying, lab, vehicle system]
Standard: [reference]

List calibration steps and records. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Calibration routine

Step 1Pick a real example: the next time you adjust or repair testing, electrical and mechanical equipment or devices.
Step 2Fill in [Instrument] and [Standard] with the real details, then run the prompt.
Step 3Use a traceable standard and record results. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.7/5 · core task · O*NET work activity: Calibrate scientific or technical equipment.. Also involves: Maintain laboratory or technical equipment..

Set up or direct set-up of instruments used to collect geological data.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to set up or direct set-up of instruments used to collect geological data.

Context: The work draws on geography, chemistry and physics.
Equipment: [instrument, sensor system]
Purpose: [experiment, data collection]

List set-up, calibration and verification steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Lab or field equipment set-up

Step 1Pick a real example: the next time you set up.
Step 2Fill in [Equipment] and [Purpose] with the real details, then run the prompt.
Step 3Run a known standard or test before collecting real data.

Importance 3.8/5 · O*NET work activity: Set up laboratory or field equipment.. Also involves: Direct technical activities or operations..

Operate or adjust equipment or apparatus used to obtain geological data.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to operate or adjust equipment or apparatus used to obtain geological data.

Context: The work draws on geography, chemistry and physics.
Instrument: [microscope, chromatograph]
Analysis: [describe]

List setup, calibration and run steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Lab instrument operation

Step 1Pick a real example: the next time you operate or adjust equipment or apparatus used (this week).
Step 2Fill in [Instrument] and [Analysis] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.0/5 · O*NET work activity: Operate laboratory or field equipment..

Plan and direct activities of workers who operate equipment to collect data.

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a geological technician. Part of my job is to plan and direct activities of workers who operate equipment to collect data.

Context: The work draws on geography, chemistry and physics.
Team: [technicians, scientists]
Issue or goal: [quality, project]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Leading a lab team

Step 1Pick a real example: the next time you plan and direct activities of workers who operate equipment.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · O*NET work activity: Supervise scientific or technical personnel..

Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

Context: The work draws on geography, chemistry and physics.
Samples: [water, air, biological]
Method: [describe]

List collection, preservation and chain of custody. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Environmental sampling

Step 1Pick a real example: the next time you collect data on underground areas.
Step 2Fill in [Samples] and [Method] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

O*NET work activity: Collect environmental data or samples..

Collect geological data from potential geothermal energy plant sites.

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to collect geological data from potential geothermal energy plant sites.

Context: The work draws on geography, chemistry and physics.
Data: [geographic, geological]
Tools: [GPS, GIS, instruments]

Plan collection steps and data sheets. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Field data collection

Step 1Pick a real example: the next time you collect geological data.
Step 2Fill in [Data] and [Tools] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

O*NET work activity: Collect geographical or geological field data..

Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a geological technician. Part of my job is to conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.

Context: The work draws on geography, chemistry and physics.
Survey: [type, area]
Instruments: [total station, GPS]

Make a field checklist and data sheet. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Survey field plan

Step 1Pick a real example: the next time you conduct geophysical surveys of potential sites.
Step 2Fill in [Survey] and [Instruments] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

O*NET work activity: Survey land or properties..

Assemble, maintain, or distribute information for library or record systems.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to assemble, maintain, or distribute information for library or record systems.

Context: The work draws on geography, chemistry and physics.
Job details: [information for library or record systems: materials, specs, model numbers, site conditions]

Make me a pre-job checklist to assemble, maintain, or distribute information for library or record systems (tools, materials, safety steps), the key measurements or calculations to double-check, and a 3-line template for logging the job when I'm done. Flag anything to check against the manufacturer's manual.

10-minute exercise: Pre-job checklist: information for library or record systems

Step 1Before you next assemble, maintain, or distribute information for library or record systems, put the real materials, specs and site conditions in [Job details].
Step 2Check every measurement and tolerance it lists against the drawings, blueprints or specs before you start. Add the steps only experience teaches.
Step 3After the job, log it with the 3-line template and note one thing to do faster or safer next time.

Importance 3.3/5 · core task · O*NET work activity: Compile geographic or related data..

Create photographic recordings of information, using equipment.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to create photographic recordings of information, using equipment.

Context: The work draws on geography, chemistry and physics.
Event: [lecture, fieldwork]
Purpose: [publication, research]

Plan shots and recording. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Event documentation

Step 1Pick a real example: the next time you create photographic recordings of information.
Step 2Fill in [Event] and [Purpose] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.6/5 · O*NET work activity: Document events or evidence, using photographic or audiovisual equipment..

Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geological technician. Part of my job is to evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.

Context: The work draws on geography, chemistry and physics.
Samples: [soil, rock, particles]
Tests: [what to measure]

Make a lab prep checklist and data sheet. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sample analysis prep

Step 1Pick a real example: the next time you evaluate and interpret core samples and cuttings.
Step 2Fill in [Samples] and [Tests] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.2/5 · O*NET work activity: Analyze geological samples..

Supervise well exploration, drilling activities, or well completions.

A few times a year

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a geological technician. Part of my job is to supervise well exploration, drilling activities, or well completions.

Context: The work draws on geography, chemistry and physics.
Project: [wells, drilling]
Contractors: [describe]

Plan oversight checks and briefings. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Overseeing extraction contractors

Step 1Pick a real example: the next time you supervise well exploration.
Step 2Fill in [Project] and [Contractors] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 2.9/5 · O*NET work activity: Direct natural resources extraction projects..

Inspect engines for wear or defective parts, using equipment or measuring devices.

A few times a year

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a geological technician. Part of my job is to inspect engines for wear or defective parts, using equipment or measuring devices.

Context: The work draws on geography, chemistry and physics.
Equipment: [describe]
Normal operation: [what good looks like]

Make a daily function checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Equipment function check

Step 1Pick a real example: the next time you inspect engines.
Step 2Fill in [Equipment] and [Normal operation] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 2.6/5 · O*NET work activity: Inspect equipment to ensure proper functioning..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Mathematicsimportance 2.8/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information
  • Monitoringimportance 3.2/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Time Managementimportance 3.2/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Speakingimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 3.5/5
    Used in: Analyzing Data or Information
  • Reading Comprehensionimportance 3.8/5
    Used in: Analyzing Data or Information
  • Active Listeningimportance 3.1/5
    Used in: Getting Information
  • Writingimportance 3.2/5
    Used in: Documenting/Recording Information

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Hydrologists26% human-led · Same preparation · $96,600/yrSkills to build: Science, Systems Evaluation, Systems Analysis
  • Environmental Engineering Technologists and Technicians51% human-led · Same preparation · $59,920/yr · usually bachelor's degreeSkills to build: Science, Quality Control Analysis, Active Learning
  • Geodetic Surveyors24% human-led · Same preparation · $75,440/yr · usually bachelor's degreeSkills to build: Science, Mathematics, Systems Evaluation
  • Photonics Engineers26% human-led · Same preparation · $122,930/yr · usually bachelor's degreeSkills to build: Science, Operations Analysis, Technology Design

Getting into this job

O*NET has not surveyed education and training for this occupation yet.

Software in this job

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