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Automation Risk Analysis

Will “Crop Picker” be Automated?

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AI Exposure Risk

46%

“Crop Picker” 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%

“Crop Picker” 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

  • Record information about plants and plant growth.

  • Set up and operate irrigation equipment.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • 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.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles