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Automation Risk Analysis

Will “Horticulture Technician (Horticulture Tech)” be Automated?

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AI Exposure Risk

26%

“Horticulture Technician (Horticulture 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%

“Horticulture Technician (Horticulture 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

  • 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.

  • 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.

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

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

  • Perform tests on seeds to evaluate seed viability.

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

  • Collect animal or crop samples.

  • Prepare or present agricultural demonstrations.

  • Transplant trees, vegetables, or horticultural plants.

  • Conduct insect or plant disease surveys.

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

  • 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 culture media, following standard procedures.

  • Supervise or train agricultural technicians or farm laborers.

  • 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.

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

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

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

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

  • Respond to general inquiries or requests from the public.

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

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

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

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

Technologies & Software

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

Alternative Job Titles