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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

  • Respond to general inquiries or requests from the public.

  • Perform tests on seeds to evaluate seed viability.

  • 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.

  • Supervise or train agricultural technicians or farm laborers.

  • Collect animal or crop samples.

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

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

  • 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.

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

  • Conduct insect or plant disease surveys.

  • 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.

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

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

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

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

  • Prepare culture media, following standard procedures.

  • Transplant trees, vegetables, or horticultural plants.

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

  • Prepare or present agricultural demonstrations.

  • 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.

  • Measure or weigh ingredients used in laboratory 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.

Technologies & Software

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

Alternative Job Titles