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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

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

  • Respond to general inquiries or requests from the public.

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

  • 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.

  • 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 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.

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

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

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

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

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

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

  • 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.

  • Collect animal or crop samples.

  • Prepare culture media, following standard procedures.

  • Measure or weigh ingredients used in laboratory testing.

  • Transplant trees, vegetables, or horticultural plants.

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

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

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

  • Conduct insect or plant disease surveys.

  • Prepare or present agricultural demonstrations.

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

  • Perform tests on seeds to evaluate seed viability.

Technologies & Software

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

Alternative Job Titles