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Automation Risk Analysis

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

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AI Exposure Risk

26%

“Dairy Laboratory Technician (Dairy Lab 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 Laboratory Technician (Dairy Lab 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

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

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

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

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

  • Prepare culture media, following standard procedures.

  • 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.

  • Collect animal or crop samples.

  • Transplant trees, vegetables, or horticultural plants.

  • Perform tests on seeds to evaluate seed viability.

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

  • Respond to general inquiries or requests from the public.

  • 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.

  • Conduct insect or plant disease surveys.

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

  • Measure or weigh ingredients used in laboratory testing.

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

  • Supervise or train agricultural technicians or farm laborers.

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

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

  • 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.

  • 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.

  • Prepare or present agricultural demonstrations.

Technologies & Software

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

Alternative Job Titles