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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

  • Maintain and repair irrigation and climate control systems.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

  • 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 crops, such as pesticide use, yields, or costs.

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

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

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles