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Automation Risk Analysis

Will “Picker” be Automated?

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AI Exposure Risk

46%

“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%

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

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

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

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

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

Technologies & Software

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

Alternative Job Titles