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Automation Risk Analysis

Will “Nut Sheller” be Automated?

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AI Exposure Risk

46%

“Nut 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%

“Nut 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

  • Set up and operate irrigation equipment.

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

  • Inform farmers or farm managers of crop progress.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

Technologies & Software

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

Alternative Job Titles