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Automation Risk Analysis

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

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AI Exposure Risk

26%

“Feed Mill Laboratory Technician (Feed Mill 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%

“Feed Mill Laboratory Technician (Feed Mill 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

  • 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.

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

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

  • Respond to general inquiries or requests from the public.

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

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

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

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

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

  • Prepare culture media, following standard procedures.

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

  • Measure or weigh ingredients used in laboratory testing.

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

  • 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.

  • Conduct insect or plant disease surveys.

  • Prepare or present agricultural demonstrations.

  • Transplant trees, vegetables, or horticultural plants.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles