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Automation Risk Analysis

Will “Biological Aide” be Automated?

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AI Exposure Risk

26%

“Biological Aide” 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%

“Biological Aide” 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

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

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

  • Measure or weigh ingredients used in laboratory testing.

  • 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.

  • Respond to general inquiries or requests from the public.

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

  • 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.

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

  • Transplant trees, vegetables, or horticultural plants.

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

  • Conduct insect or plant disease surveys.

  • Perform tests on seeds to evaluate seed viability.

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

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

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

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

  • Supervise or train agricultural technicians or farm laborers.

  • Collect animal or crop samples.

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

  • Prepare or present agricultural demonstrations.

  • Prepare culture media, following standard procedures.

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

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

Technologies & Software

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

Alternative Job Titles