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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

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

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

  • Harvest fruits and vegetables by hand.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

  • 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.

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

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles