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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

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

  • 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.

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

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

  • 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.

  • Repair farm buildings, fences, and other structures.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Record information about plants and plant growth.

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

Technologies & Software

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

Alternative Job Titles