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Automation Risk Analysis

Will “Corn Sheller” be Automated?

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AI Exposure Risk

46%

“Corn Sheller” 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 Sheller” 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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Set up and operate irrigation equipment.

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

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

Technologies & Software

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

Alternative Job Titles