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Automation Risk Analysis

Will “Agricultural Equipment Technician” be Automated?

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AI Exposure Risk

26%

“Agricultural Equipment Technician” 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%

“Agricultural Equipment Technician” 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

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

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

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

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

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

  • Measure or weigh ingredients used in laboratory testing.

  • Prepare culture media, following standard procedures.

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

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

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

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

  • Transplant trees, vegetables, or horticultural plants.

  • Respond to general inquiries or requests from the public.

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

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

  • Conduct insect or plant disease surveys.

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

  • 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.

  • 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.

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

  • Collect animal or crop samples.

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

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

  • Prepare or present agricultural demonstrations.

  • Supervise or train agricultural technicians or farm laborers.

  • Perform tests on seeds to evaluate seed viability.

Technologies & Software

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

Alternative Job Titles