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Automation Risk Analysis

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

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AI Exposure Risk

26%

“Seed Lab Tech (Seed Laboratory Technician)” 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%

“Seed Lab Tech (Seed Laboratory Technician)” 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

  • 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.

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

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

  • 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.

  • Prepare or present agricultural demonstrations.

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

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

  • Respond to general inquiries or requests from the public.

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

  • 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 tests on seeds to evaluate seed viability.

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

  • Prepare culture media, following standard procedures.

  • Conduct insect or plant disease surveys.

  • Transplant trees, vegetables, or horticultural plants.

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

  • 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.

  • 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.

  • Measure or weigh ingredients used in laboratory testing.

  • 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.

  • Supervise or train agricultural technicians or farm laborers.

Technologies & Software

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

Alternative Job Titles