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Automation Risk Analysis

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

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AI Exposure Risk

26%

“Lab Tech (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%

“Lab Tech (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

  • 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.

  • Conduct insect or plant disease surveys.

  • Supervise or train agricultural technicians or farm laborers.

  • Prepare culture media, following standard procedures.

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

  • Transplant trees, vegetables, or horticultural plants.

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

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

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

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

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

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

  • Perform tests on seeds to evaluate seed viability.

  • Measure or weigh ingredients used in laboratory testing.

  • Prepare or present agricultural demonstrations.

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

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

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

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

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

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

  • 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.

  • Collect animal or crop samples.

Technologies & Software

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

Alternative Job Titles