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Automation Risk Analysis

Will “Dairy Technician (Dairy Tech)” be Automated?

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AI Exposure Risk

26%

“Dairy Technician (Dairy Tech)” 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%

“Dairy Technician (Dairy Tech)” 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

  • Collect animal or crop samples.

  • 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.

  • 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.

  • Transplant trees, vegetables, or horticultural plants.

  • Perform tests on seeds to evaluate seed viability.

  • Supervise or train agricultural technicians or farm laborers.

  • Prepare culture media, following standard procedures.

  • Conduct insect or plant disease surveys.

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

  • 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.

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

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

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

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

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

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

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

  • Measure or weigh ingredients used in laboratory testing.

  • Prepare or present agricultural demonstrations.

  • Respond to general inquiries or requests from the public.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles