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Automation Risk Analysis

Will “Agriculture Technician (Agriculture Tech)” be Automated?

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AI Exposure Risk

26%

“Agriculture Technician (Agriculture Tech)” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 26% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Agriculture Technician (Agriculture Tech)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Agricultural Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $49,680
Avg. Hourly Wage $23.88
Available Jobs (US) 14,340
Job Title & Hierarchy Code (SOC) Agricultural Technicians #19-4012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Agricultural Technicians”

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Core Skills & Abilities

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

  • Conduct insect or plant disease surveys.

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

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

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

  • 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.

  • Collect animal or crop samples.

  • Measure or weigh ingredients used in laboratory testing.

  • Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.

  • Supervise or train agricultural technicians or farm laborers.

  • 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.

  • Perform tests on seeds to evaluate seed viability.

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

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

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

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

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

  • Respond to general inquiries or requests from the public.

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

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

  • Determine the germination rates of seeds planted in specified areas.

  • Prepare or present agricultural demonstrations.

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

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

  • Transplant trees, vegetables, or horticultural plants.

  • Prepare culture media, following standard procedures.

Technologies & Software

  • Global positioning system GPS software
  • Elicit
  • Microsoft PowerPoint
  • Web browser software
  • Scite AI
  • Consensus
  • Semantic Scholar AI
  • Email software
  • Gemini for Workspace
  • Spreadsheet software
  • Microsoft Outlook
  • Mistral AI (chat/models)
  • Desktop publishing software
  • SAP software
  • NotebookLM (Google)
  • Perplexity AI
  • Geographic information system GIS systems
  • Microsoft Excel
  • Microsoft Word
  • Claude (Anthropic)
  • Microsoft Office software
  • Word processing software
  • Statistical software
  • Microsoft Access
  • Grain augers
  • Shielded arc welding tools
  • Milk cooling equipment
  • Reverse osmosis systems
  • Disks
  • Power saws
  • Soil moisture neutron probes
  • Spectrometers
  • Personal computers
  • Surface thermometers
  • Planters
  • Fertilizer or seed spreaders
  • Chemical sprayers
  • Reach pole saws
  • Personal digital assistants PDA
  • Temperature controlled reach-in growth chambers
  • Dipping vats
  • Cultivators
  • Weather instruments
  • Rakes
  • Egg incubators
  • Combine harvesters
  • Granule applicators
  • Water samplers
  • Animal head-locks
  • Temperature gauges
  • Laboratory separators
  • Power dusters
  • pH meters
  • Sample vials
  • Soil sterilizers
  • Harrows
  • Callicrate banding systems
  • Steam autoclaves
  • Animal measuring sticks
  • Ladders
  • Sweep cultivator shovels
  • Weight meters
  • Nitrogen test meters
  • Drying ovens
  • Air compressors
  • Mowers
  • Hypodermic syringes
  • Agricultural tractors
  • Artificial insemination syringes
  • Tracked bulldozers
  • Notebook computers
  • Animal chutes
  • Harvesters
  • Vacuum blood collection tubes
  • Steam sterilizers
  • Blood collection syringes
  • Vaccination syringes
  • Insect collectors
  • Compound binocular light microscopes
  • Gas welders
  • Electronic bench scales
  • Moisture meters
  • Benchtop centrifuges
  • Laboratory mechanical convection incubators
  • Crop sprayers
  • Tablet computers
  • Light trucks
  • Aerosol foggers
  • Animal tatooers
  • Air samplers
  • Milking machines
  • Chisel cultivators
  • Pollen collectors
  • Desktop computers
  • Egg setters or hatchers
  • Planting sleds
  • Livestock scales
  • Portable refractometers
  • Infrared lamps
  • Plows
  • Balers
  • Spray-dip machines
  • Threshers
  • Aerosol generators
  • Heavy cargo trucks
  • Trenchers
  • Laser printers
  • Bed shapers
  • Pruning shears
  • Metal inert gas MIG welders
  • Electronic counters
  • Elastrator bands

Alternative Job Titles