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Automation Risk Analysis

Will “Agricultural Assistant” be Automated?

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AI Exposure Risk

26%

“Agricultural Assistant” 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 Assistant” 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

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

  • Prepare culture media, following standard procedures.

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

  • Transplant trees, vegetables, or horticultural plants.

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

  • Prepare or present agricultural demonstrations.

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

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

  • Perform tests on seeds to evaluate seed viability.

  • Supervise or train agricultural technicians or farm laborers.

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

  • Measure or weigh ingredients used in laboratory testing.

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

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

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

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

  • Respond to general inquiries or requests from the public.

  • 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.

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

  • 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.

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

  • Conduct insect or plant disease surveys.

  • 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.

Technologies & Software

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

Alternative Job Titles