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Automation Risk Analysis

Will “Agricultural Research Technologist” be Automated?

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AI Exposure Risk

26%

“Agricultural Research Technologist” 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 Research Technologist” 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

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

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

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

  • Transplant trees, vegetables, or horticultural plants.

  • Conduct insect or plant disease surveys.

  • Perform tests on seeds to evaluate seed viability.

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

  • Respond to general inquiries or requests from the public.

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

  • 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.

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

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

  • Collect animal or crop samples.

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

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

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

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

  • Measure or weigh ingredients used in laboratory testing.

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

  • Prepare or present agricultural demonstrations.

  • 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.

  • Supervise or train agricultural technicians or farm laborers.

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

  • 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.

  • Prepare culture media, following standard procedures.

Technologies & Software

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

Alternative Job Titles