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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

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

  • Set up and operate irrigation equipment.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

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

  • Record information about plants and plant growth.

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

  • Maintain inventory, ordering materials as required.

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

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

Technologies & Software

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

Alternative Job Titles