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Automation Risk Analysis

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

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AI Exposure Risk

26%

“Agricultural Technician (Agricultural 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%

“Agricultural Technician (Agricultural 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

  • Collect animal or crop samples.

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

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

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

  • Transplant trees, vegetables, or horticultural plants.

  • 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.

  • Respond to general inquiries or requests from the public.

  • Perform tests on seeds to evaluate seed viability.

  • Conduct insect or plant disease surveys.

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

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

  • 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.

  • 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.

  • Measure or weigh ingredients used in laboratory testing.

  • 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.

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

  • Supervise or train agricultural technicians or farm laborers.

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

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

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

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

  • Prepare culture media, following standard procedures.

Technologies & Software

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

Alternative Job Titles