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Automation Risk Analysis

Will “Nut Picker” be Automated?

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AI Exposure Risk

46%

“Nut 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%

“Nut 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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

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

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

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

Technologies & Software

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

Alternative Job Titles