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Automation Risk Analysis

Will “Bean Picker” be Automated?

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AI Exposure Risk

46%

“Bean 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%

“Bean 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 and maintain farm vehicles, implements, and mechanical equipment.

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

  • Record information about plants and plant growth.

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

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

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

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

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

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

  • Set up and operate irrigation equipment.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Maintain inventory, ordering materials as required.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Harvest fruits and vegetables by hand.

Technologies & Software

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

Alternative Job Titles