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How an agricultural technician can use AI, task by task

O*NET 19-4012.00: Agricultural TechniciansMedian pay $49,630/year (BLS, May 2025)26 tasksJob Zone 3: Medium preparation

Work with agricultural scientists in plant, fiber, and animal research, or assist with animal breeding and nutrition. Set up or maintain laboratory equipment and collect samples from crops or animals. Prepare specimens or record data to assist scientists in biology or related life science experiments. Conduct tests and experiments to improve yield and quality of crops or to increase the resistance of plants and animals to disease or insects.

Type your own title and every prompt on this page updates to match. Also called: Agricultural Research Technician (Agricultural Research Tech), Agricultural Research Technologist, Agricultural Technician (Agricultural Tech), Agriculture Assistant, Agronomy Research Technician (Agronomy Research Tech), Field Assistant, Insect Research Technician (Insect Research Tech), Lab Tech (Laboratory Technician), Seed Analyst.

Where AI fits in this job

AI-ready 15%AI-assist 19%Stays human 66%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 3 AI-ready, 8 AI-assist and 15 human-led tasks out of 26. 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 3

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

Record data pertaining to experimentation, research, or animal care.

Weekly

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 an agricultural technician. Part of my job is to record data pertaining to experimentation, research, or animal care.

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 data to experimentation (this week).
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 data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.

Monthly

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 47% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an agricultural technician. Part of my job is to prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.

Context: We use Statistical software; the work draws on food production, biology and chemistry.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical presentation

Step 1Pick a real example: the next time you prepare data summaries, reports and analyses.
Step 2Fill in [Topic], [Audience] and [Notes] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.9/5 · O*NET work activity: Prepare scientific or technical reports or presentations..

Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.

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 an agricultural technician. Part of my job is to record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.

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 environmental data.
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 3.4/5 · O*NET work activity: Record research or operational data..

AI can help you prep these 8

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

Examine animals or crop specimens to determine the presence of diseases or other problems.

Weekly

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 an agricultural technician. Part of my job is to examine animals or crop specimens to determine the presence of diseases or other problems.

Context: We use Statistical software and Geographic information system GIS systems; the work draws on food production, biology and chemistry.
Organism: [species or group]
What to observe: [behaviour, physiology, interactions]

Design an observation protocol: variables, recording method, sampling schedule and references. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Observation study of organisms

Step 1Pick a real example: the next time you examine animals or crop specimens (this week).
Step 2Fill in [Organism] and [What to observe] with the real details, then run the prompt.
Step 3Trial the recording method for one session.

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: Examine characteristics or behavior of living organisms..

Conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification.

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 an agricultural technician. Part of my job is to conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification.

Context: We use Statistical software and Geographic information system GIS systems; the work draws on food production, biology and chemistry.
Practice: [composting, cover crops, new variety]
Goal: [yield, soil health, inputs]

Outline evidence so far, an experiment design, indicators, and references. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Sustainable agriculture study

Step 1Pick a real example: the next time you conduct studies of nitrogen or alternative fertilizer application methods.
Step 2Fill in [Practice] and [Goal] with the real details, then run the prompt.
Step 3Verify the references and adapt the design to your plots.

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

Importance 3.9/5 · O*NET work activity: Research sustainable agricultural processes or practices..

Conduct insect or plant disease surveys.

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 an agricultural technician. Part of my job is to conduct insect or plant disease surveys.

Context: We use Statistical software and Geographic information system GIS systems; the work draws on food production, biology and chemistry.
Disease or parasite: [name]
What I want to learn: [cause, spread, treatment]

Summarize what's known, open questions, experiment designs, and key references. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Disease research plan

Step 1Pick a real example: the next time you conduct insect.
Step 2Fill in [Disease or parasite] and [What I want to learn].
Step 3Verify the references in PubMed or your database.

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

Importance 3.5/5 · O*NET work activity: Research diseases or parasites..

Respond to general inquiries or requests from the public.

A few times a year

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as an agricultural technician. Part of my job is to respond to general inquiries or requests from the public.

Context: The work draws on food production, biology and chemistry.
Topic: [results, practice information]
Audience: [public, officials]

Write plain-language answers. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Technical information for the public

Step 1Pick a real example: the next time you respond to general inquiries or requests.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 3.0/5 · O*NET work activity: Provide technical information or assistance to public..

Determine the germination rates of seeds planted in specified areas.

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 an agricultural technician. Part of my job is to determine the germination rates of seeds planted in specified areas.

Context: We use Statistical software and Geographic information system GIS systems; the work draws on food production, biology and chemistry.
Question: [planting, spraying, soil, harvest]
Crop and conditions: [crop, region, soil]

Summarize best practices, a field trial design, measurements, and extension sources to check. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Crop practice research

Step 1Pick a real example: the next time you determine the germination rates of seeds.
Step 2Fill in [Question] and [Crop and conditions] with the real details, then run the prompt.
Step 3Compare with your local extension service guidance.

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 crop management methods..

Prepare or present agricultural demonstrations.

A few times a year

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as an agricultural technician. Part of my job is to prepare or present agricultural demonstrations.

Context: The work draws on food production, biology and chemistry.
Topic: [results, practice information]
Audience: [public, officials]

Write plain-language answers. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Technical information for the public

Step 1Pick a real example: the next time you prepare or present agricultural demonstrations.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 2.9/5 · O*NET work activity: Provide technical information or assistance to public..

Devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent.

Monthly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as an agricultural technician. Part of my job is to devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent.

Context: We use SAP software and Microsoft Excel; the work draws on food production, biology and chemistry.
Activity: [farming, production]
Impacts: [soil, environment]

Propose methods to reduce impact. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Sustainable methods

Step 1Pick a real example: the next time you devise cultural methods or environmental controls.
Step 2Fill in [Activity] and [Impacts] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.5/5 · O*NET work activity: Develop sustainable industrial or development methods..

Assess comparative soil erosion from various planting or tillage systems, such as conservation tillage with mulch or ridge till systems, no-till systems, or conventional tillage systems with or without moldboard plows.

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 an agricultural technician. Part of my job is to assess comparative soil erosion from various planting or tillage systems, such as conservation tillage with mulch or ridge till systems, no-till systems, or conventional tillage systems with or without moldboard plows.

Context: We use Statistical software and Geographic information system GIS systems; the work draws on food production, biology and chemistry.
Practice: [composting, cover crops, new variety]
Goal: [yield, soil health, inputs]

Outline evidence so far, an experiment design, indicators, and references. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Sustainable agriculture study

Step 1Pick a real example: the next time you assess comparative soil erosion.
Step 2Fill in [Practice] and [Goal] with the real details, then run the prompt.
Step 3Verify the references and adapt the design to your plots.

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

Importance 2.5/5 · O*NET work activity: Research sustainable agricultural processes or practices..

These stay human 15

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: every day · Using hands on tools and objects: more than half the time · Outdoors in all weather: once a week or more but not every day · Contact with others: contact with others most of the time

Operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks.

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 an agricultural technician. Part of my job is to operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks.

Context: The work draws on food production, biology and chemistry.
Machine: [tractor, combine, sprayer]
Task: [describe]

List pre-op checks and field operation 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: Farm machinery operation

Step 1Pick a real example: the next time you operate farm machinery (today).
Step 2Fill in [Machine] and [Task] 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 4.3/5 · core task · O*NET work activity: Operate farming equipment..

Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.

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 an agricultural technician. Part of my job is to maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.

Context: The work draws on food production, biology and chemistry.
Instruments: [describe]
Tasks: [describe]

List maintenance and troubleshooting. 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 equipment maintenance

Step 1Pick a real example: the next time you maintain or repair agricultural facilities, equipment and tools (this week).
Step 2Fill in [Instruments] and [Tasks] 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.

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

Importance 4.0/5 · core task · O*NET work activity: Maintain laboratory or technical equipment..

Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.

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 an agricultural technician. Part of my job is to perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.

Context: The work draws on food production, biology and chemistry.
Land: [field, site]
Goal: [crop, reforestation]

Plan tillage, weeding and site preparation 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: Cultivation plan

Step 1Pick a real example: the next time you perform crop production duties (this week).
Step 2Fill in [Land] and [Goal] with the real details, then run the prompt.
Step 3Check any burning or herbicide use against regulations.

Importance 3.9/5 · core task · O*NET work activity: Cultivate land..

Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.

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 an agricultural technician. Part of my job is to prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.

Context: The work draws on food production, biology and chemistry.
Land: [field, site]
Goal: [crop, reforestation]

Plan tillage, weeding and site preparation 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: Cultivation plan

Step 1Pick a real example: the next time you prepare land (this week).
Step 2Fill in [Land] and [Goal] with the real details, then run the prompt.
Step 3Check any burning or herbicide use against regulations.

Importance 4.3/5 · core task · O*NET work activity: Cultivate land..

Collect animal or crop samples.

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 an agricultural technician. Part of my job is to collect animal or crop samples.

Context: The work draws on food production, biology and chemistry.
Specimens: [animal, artifacts]
Permits and methods: [describe]

List collection, preservation and recording 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: Field specimen collection

Step 1Pick a real example: the next time you collect animal or crop samples.
Step 2Fill in [Specimens] and [Permits and methods] 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 3.7/5 · core task · O*NET work activity: Collect biological specimens..

Measure or weigh ingredients used in laboratory testing.

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 an agricultural technician. Part of my job is to measure or weigh ingredients used in laboratory testing.

Context: The work draws on food production, biology and chemistry.
Recipe or test: [describe]
Quantities: [amounts]

Scale quantities and list measuring tips. 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: Ingredient measuring

Step 1Pick a real example: the next time you measure or weigh ingredients used.
Step 2Fill in [Recipe or test] and [Quantities] 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 3.9/5 · O*NET work activity: Measure ingredients..

Supervise or train agricultural technicians or farm laborers.

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 an agricultural technician. Part of my job is to supervise or train agricultural technicians or farm laborers.

Context: The work draws on food production, biology and chemistry.
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 supervise or train agricultural technicians or farm laborers.
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 3.6/5 · core task · O*NET work activity: Supervise scientific or technical personnel.. Also involves: Train personnel in technical or scientific procedures.; Manage agricultural or forestry operations..

Set up laboratory or field equipment as required for site testing.

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 an agricultural technician. Part of my job is to set up laboratory or field equipment as required for site testing.

Context: The work draws on food production, biology and chemistry.
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 laboratory or field equipment.
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 3.6/5 · core task · O*NET work activity: Set up laboratory or field equipment..

Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively.

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 an agricultural technician. Part of my job is to prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively.

Context: The work draws on food production, biology and chemistry.
Samples: [specimens, slides, lab samples]
Analysis: [what's next]

List prep, labelling and storage 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: Sample prep

Step 1Pick a real example: the next time you prepare laboratory samples.
Step 2Fill in [Samples] 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 3.9/5 · O*NET work activity: Prepare biological samples for testing or analysis..

Supervise pest or weed control operations, including locating and identifying pests or weeds, selecting chemicals and application methods, or scheduling application.

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 an agricultural technician. Part of my job is to supervise pest or weed control operations, including locating and identifying pests or weeds, selecting chemicals and application methods, or scheduling application.

Context: The work draws on food production, biology and chemistry.
Operation: [nursery, farm, greenhouse]
Decision or issue: [describe]

Prepare a plan and how to brief the team. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Managing a farm or nursery

Step 1Pick a real example: the next time you supervise pest or weed control operations.
Step 2Fill in [Operation] and [Decision or issue] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. 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 · O*NET work activity: Manage agricultural or forestry operations..

Perform laboratory or field testing, using spectrometers, nitrogen determination apparatus, air samplers, centrifuges, or potential hydrogen (pH) meters to perform tests.

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 an agricultural technician. Part of my job is to perform laboratory or field testing, using spectrometers, nitrogen determination apparatus, air samplers, centrifuges, or potential hydrogen (pH) meters to perform tests.

Context: The work draws on food production, biology and chemistry.
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 perform laboratory or field.
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 3.7/5 · O*NET work activity: Operate laboratory or field equipment..

Perform general nursery duties, such as propagating standard varieties of plant materials, collecting and germinating seeds, maintaining cuttings of plants, or controlling environmental conditions.

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 an agricultural technician. Part of my job is to perform general nursery duties, such as propagating standard varieties of plant materials, collecting and germinating seeds, maintaining cuttings of plants, or controlling environmental conditions.

Context: The work draws on food production, biology and chemistry.
Care: [nursery plants, lab animals, livestock]
Needs: [feeding, watering, propagation]

Make a daily and weekly care schedule with checks. 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: Plant or animal care routine

Step 1Pick a real example: the next time you perform general nursery duties.
Step 2Fill in [Care] and [Needs] with the real details, then run the prompt.
Step 3Check feeding and care guidelines for the species.

Importance 3.4/5 · O*NET work activity: Care for plants or animals..

Perform tests on seeds to evaluate seed viability.

Monthly

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 an agricultural technician. Part of my job is to perform tests on seeds to evaluate seed viability.

Context: The work draws on food production, biology and chemistry.
Product: [food, part, vehicle system, material]
Quality criteria: [specs, regulations, sensory targets]

Make a quality test plan with pass/fail criteria and a results template. 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: Quality test checklist

Step 1Pick a real example: the next time you perform tests.
Step 2Fill in [Product] and [Quality criteria] with the real details, then run the prompt.
Step 3Use the template on your next batch.

Importance 3.9/5 · O*NET work activity: Test quality of materials or finished products..

Transplant trees, vegetables, or horticultural plants.

A few times a year

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 an agricultural technician. Part of my job is to transplant trees, vegetables, or horticultural plants.

Context: The work draws on food production, biology and chemistry.
Land: [field, site]
Goal: [crop, reforestation]

Plan tillage, weeding and site preparation 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: Cultivation plan

Step 1Pick a real example: the next time you transplant trees, vegetables and horticultural plants.
Step 2Fill in [Land] and [Goal] with the real details, then run the prompt.
Step 3Check any burning or herbicide use against regulations.

Importance 3.2/5 · O*NET work activity: Cultivate land..

Prepare culture media, following standard procedures.

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 an agricultural technician. Part of my job is to prepare culture media, following standard procedures.

Context: The work draws on food production, biology and chemistry.
Product: [compound, protein, solution]
Protocol: [key steps]

List prep steps and QC. 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: Compound or solution prep

Step 1Pick a real example: the next time you prepare culture media.
Step 2Fill in [Product] and [Protocol] 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 3.1/5 · O*NET work activity: Prepare compounds or solutions for products or testing..

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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.

  • Critical Thinkingimportance 3.2/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Operations Monitoringimportance 3.0/5
    Used in: Controlling Machines and Processes
  • Operation and Controlimportance 2.8/5
    Used in: Controlling Machines and Processes
  • Monitoringimportance 3.1/5
    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.

  • Writingimportance 3.1/5
    Used in: Documenting/Recording Information
  • Active Listeningimportance 3.2/5
    Used in: Getting Information
  • Reading Comprehensionimportance 3.4/5
    Used in: Getting 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.

Getting into this job

High school diploma is most common (41% of workers)

  • High school or less 45%
  • Certificate or some college 5%
  • Associate's 13%
  • Bachelor's 24%
  • Graduate degree 13%
  • On-the-job training: 6–12 months
  • Related experience: 2–4 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

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