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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

  • Perform tests on seeds to evaluate seed viability.

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

  • Conduct insect or plant disease surveys.

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

  • Supervise or train agricultural technicians or farm laborers.

  • Transplant trees, vegetables, or horticultural plants.

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

  • Measure or weigh ingredients used in laboratory testing.

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

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

  • Collect animal or crop samples.

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

  • Prepare culture media, following standard procedures.

  • Prepare or present agricultural demonstrations.

Technologies & Software

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

Alternative Job Titles