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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

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

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

  • Record information about plants and plant growth.

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

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

  • Set up and operate irrigation equipment.

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

  • Maintain inventory, ordering materials as required.

  • Inform farmers or farm managers of crop progress.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

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

  • 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.

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

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

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles