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Automation Risk Analysis

Will “Hydroponic Controlled Environment Agricultural Grower” be Automated?

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AI Exposure Risk

46%

“Hydroponic Controlled Environment Agricultural Grower” will probably 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Hydroponic Controlled Environment Agricultural Grower” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Maintain inventory, ordering materials as required.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Harvest plants, and transplant or pot and label them.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Harvest fruits and vegetables by hand.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Clean work areas, and maintain grounds and landscaping.

  • Inspect plants and bud ties to assess quality.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Set up and operate irrigation equipment.

Technologies & Software

  • Climate FieldView
  • Microsoft PowerPoint
  • IBM Lotus Notes
  • Blue River Technology AI
  • Microsoft Excel
  • Microsoft Word
  • BCL Landview Systems WinCrop
  • Microsoft Outlook
  • Web browser software
  • Taranis AI
  • John Deere AI
  • Microsoft Office software
  • Farm Works Software Trac
  • Global positioning system GPS software
  • Portable battery chargers
  • Rose budding knives
  • Tree calipers
  • Wheelbarrows
  • Microtip snips
  • Drop spreaders
  • Rotary tillers
  • Measuring wheels
  • Knife sharpeners
  • Respirators
  • Hay rakes
  • Grain trucks
  • Garden spading forks
  • Mole grips
  • Sharpening stones
  • Soil thermometers
  • Hose-end sprayers
  • Field forklifts
  • Wrecking bars
  • Rubber mallets
  • Power blowers
  • Floral snips
  • Soil pH meters
  • Staple guns
  • Dust masks
  • Forklifts
  • Paint application brushes
  • Spray suits
  • Slotted screwdrivers
  • Hand tallies
  • Pruning shears
  • Arborist saws
  • Socket wrench sets
  • Adjustable widemouth pliers
  • Fertilizer spreaders
  • Chain saws
  • Humidifiers
  • Round point shovels
  • Indoor/outdoor thermometers
  • Tie tape machines
  • Hand drills
  • Seed tumblers
  • Compass saws
  • Humidity systems
  • Tree diameter tapes
  • Plows
  • Pruning knives
  • Soil augers
  • Tree planting bars
  • Safety goggles
  • Open end wrenches
  • Compressed air sprayers
  • Tree marking guns
  • Straight screwdrivers
  • Garden hand seeders
  • Hook-and-blade pruners
  • Hatchets
  • Handheld calculators
  • Soybean harvesters
  • Loppers
  • Rotary mowers
  • Soil moisture meters
  • Grease guns
  • Garden cultivators
  • String trimmers
  • Bulb planters
  • Tractors
  • Garden spades
  • Power drills
  • Allen wrenches
  • Dump trucks
  • Canister gas masks
  • Portable generators
  • Pesticide sprayers
  • Step ladders
  • Hoes
  • Battery booster cables
  • Planting augers
  • Sand spreaders
  • Seed drills
  • Corn pickers
  • Root pruning scissors
  • Haybines
  • Adjustable hand wrenches
  • Mulch spreaders
  • Hand trucks
  • Putty knives
  • Fruit budding knives
  • Chain saw sharpeners
  • Tube cutters
  • Pruning saws
  • Multipurpose tractors
  • Power hedge trimmers
  • Portable electric drills
  • Hand held sprayers
  • Tree feeding augers
  • Laptop computers
  • Threshers
  • Houseplant snips
  • Impulse sprinklers
  • Tree scale sticks
  • Stake drivers
  • Tractor-trailers
  • Battery power testers
  • Measuring rules
  • Claw hammers
  • Shovels
  • Post hole diggers
  • Nail hammers
  • Hanging spring scales
  • Bed formers
  • Pruning sticks
  • Handtrucks
  • Siphon proportioners
  • Seed dryers
  • Phillips head screwdrivers
  • Reel mowers
  • Disk tillage equipment
  • Grass shears
  • Rotary spreaders
  • Trowels
  • Increment borers
  • Air compressors
  • Garden bow rakes
  • Hacksaws
  • Fertilizer injectors
  • Drip emitters
  • Fruit pruners
  • Funnels
  • Screen separators
  • Grafting knives
  • Pressure washers
  • Field watering systems
  • Crop planters
  • Greenhouse irrigation systems
  • Drafting compasses
  • Houseplant shears
  • Leaf rakes
  • Hydromulchers
  • Soil sampling tubes
  • Garden hoes
  • Power saws
  • Oscillating sprinklers
  • Cargo trucks
  • Combine harvesters
  • Greenhouse ventilation systems
  • Digital levels
  • Anvil pruners
  • Thorn strippers
  • Pipe trailers
  • Soil cultivators
  • Square point shovels
  • Garden dusters
  • Pole pruners
  • Hedge shears
  • Carbon dioxide systems
  • Bow saws
  • Pickup trucks
  • Paint application sprayers
  • Wood chisels
  • Detasselers
  • Hay balers
  • Long arm pruners
  • Geodetic ground global positioning system GPS receivers
  • Bench grafting knives
  • Transplanters
  • Feed conveyors
  • Vertical mowers
  • Transplanting trowels
  • Drum rollers
  • Utility knives
  • Sledgehammers
  • Digital calipers
  • Budding knives
  • Pick axes
  • All terrain vehicles ATV
  • Desktop computers
  • Measuring tapes
  • Mattocks
  • Bed rollers

Alternative Job Titles