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Automation Risk Analysis

Will “Artificial Breeding Technician (Artificial Breeding Tech)” be Automated?

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AI Exposure Risk

26%

“Artificial Breeding Technician (Artificial Breeding 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%

“Artificial Breeding Technician (Artificial Breeding 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

  • Respond to general inquiries or requests from the public.

  • Supervise or train agricultural technicians or farm laborers.

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

  • Prepare culture media, following standard procedures.

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

  • Conduct insect or plant disease surveys.

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

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

  • Transplant trees, vegetables, or horticultural plants.

  • 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.

  • 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.

  • Prepare or present agricultural demonstrations.

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

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

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

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

  • Perform tests on seeds to evaluate seed viability.

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

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

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

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

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

  • Measure or weigh ingredients used in laboratory testing.

Technologies & Software

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

Alternative Job Titles