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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

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

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

  • Collect animal or crop samples.

  • Prepare culture media, following standard procedures.

  • Supervise or train agricultural technicians or farm laborers.

  • Measure or weigh ingredients used in laboratory testing.

  • Prepare or present agricultural demonstrations.

  • Conduct insect or plant disease surveys.

  • 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.

  • Respond to general inquiries or requests from the public.

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

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

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

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

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

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

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

  • Transplant trees, vegetables, or horticultural plants.

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

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

  • 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.

  • Perform tests on seeds to evaluate seed viability.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles