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Automation Risk Analysis

Will “Corn Picker” be Automated?

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AI Exposure Risk

46%

“Corn 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%

“Corn 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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

  • Record information about plants and plant growth.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

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

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

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

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles