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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

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • 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.

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

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

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

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles