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Automation Risk Analysis

Will “Insect Research Technician (Insect Research Tech)” be Automated?

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AI Exposure Risk

26%

“Insect Research Technician (Insect Research 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%

“Insect Research Technician (Insect Research 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

  • Collect animal or crop samples.

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

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

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

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

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

  • Prepare or present agricultural demonstrations.

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

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

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

  • Transplant trees, vegetables, or horticultural plants.

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

  • Prepare culture media, following standard procedures.

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

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

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

  • Respond to general inquiries or requests from the public.

  • 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.

  • 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.

  • Measure or weigh ingredients used in laboratory testing.

  • Supervise or train agricultural technicians or farm laborers.

  • Perform tests on seeds to evaluate seed viability.

  • 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.

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

  • Conduct insect or plant disease surveys.

Technologies & Software

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

Alternative Job Titles