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Automation Risk Analysis

Will “Grower” be Automated?

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AI Exposure Risk

46%

“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%

“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

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

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

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

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

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

Technologies & Software

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

Alternative Job Titles