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Automation Risk Analysis

Will “Seed Lab Assistant (Seed Laboratory Assistant)” be Automated?

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AI Exposure Risk

26%

“Seed Lab Assistant (Seed Laboratory Assistant)” 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 Assistant (Seed Laboratory Assistant)” 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.

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

  • Supervise or train agricultural technicians or farm laborers.

  • Conduct insect or plant disease surveys.

  • Prepare culture media, following standard procedures.

  • 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.

  • Transplant trees, vegetables, or horticultural plants.

  • 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.

  • Perform tests on seeds to evaluate seed viability.

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

  • 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.

  • 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.

  • Prepare or present agricultural demonstrations.

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

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

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

  • 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.

  • Measure or weigh ingredients used in laboratory testing.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles