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Automation Risk Analysis

Will “Cotton Program Technician (Cotton Program Tech)” be Automated?

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AI Exposure Risk

26%

“Cotton Program Technician (Cotton Program 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%

“Cotton Program Technician (Cotton Program 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

  • 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.

  • Measure or weigh ingredients used in laboratory testing.

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

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

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

  • Transplant trees, vegetables, or horticultural plants.

  • 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 or present agricultural demonstrations.

  • Collect animal or crop samples.

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

  • Perform tests on seeds to evaluate seed viability.

  • Prepare culture media, following standard procedures.

  • 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.

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

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

  • Conduct insect or plant disease surveys.

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

  • Supervise or train agricultural technicians or farm laborers.

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles