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Automation Risk Analysis

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

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AI Exposure Risk

26%

“Agricultural Research Technician (Agricultural Research 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 Research Technician (Agricultural Research 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

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

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

  • 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 studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification.

  • Transplant trees, vegetables, or horticultural plants.

  • Prepare or present agricultural demonstrations.

  • 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.

  • Prepare culture media, following standard procedures.

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

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

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

  • Perform tests on seeds to evaluate seed viability.

  • Supervise or train agricultural technicians or farm laborers.

  • Conduct insect or plant disease surveys.

  • 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.

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

  • 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.

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

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

  • Measure or weigh ingredients used in laboratory testing.

  • 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.

  • Respond to general inquiries or requests from the public.

Technologies & Software

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

Alternative Job Titles