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Automation Risk Analysis

Will “Cattle Tester” be Automated?

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AI Exposure Risk

26%

“Cattle Tester” 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%

“Cattle Tester” 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.

  • Transplant trees, vegetables, or horticultural plants.

  • Supervise or train agricultural technicians or farm laborers.

  • Prepare culture media, following standard procedures.

  • Respond to general inquiries or requests from the public.

  • Collect animal or crop samples.

  • 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.

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

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

  • 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.

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

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

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

  • Conduct insect or plant disease surveys.

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

  • Perform tests on seeds to evaluate seed viability.

  • 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 or present agricultural demonstrations.

  • Measure or weigh ingredients used in laboratory testing.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles