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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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Harvest fruits and vegetables by hand.

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

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles