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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

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

  • Perform tests on seeds to evaluate seed viability.

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

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

  • Collect animal or crop samples.

  • Transplant trees, vegetables, or horticultural plants.

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

  • Prepare culture media, following standard procedures.

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

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

  • Supervise or train agricultural technicians or farm laborers.

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

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

  • Prepare or present agricultural demonstrations.

  • Conduct insect or plant disease surveys.

  • 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.

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

  • 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.

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

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

  • Measure or weigh ingredients used in laboratory testing.

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

Technologies & Software

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

Alternative Job Titles