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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

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

  • 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.

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

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

  • Transplant trees, vegetables, or horticultural plants.

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

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

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

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

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

  • 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.

  • Respond to general inquiries or requests from the public.

  • Prepare or present agricultural demonstrations.

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

  • 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.

  • Supervise or train agricultural technicians or farm laborers.

  • 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.

  • Prepare culture media, following standard procedures.

  • Measure or weigh ingredients used in laboratory testing.

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

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

  • Perform tests on seeds to evaluate seed viability.

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

Technologies & Software

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

Alternative Job Titles