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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

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • 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.

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

  • Harvest fruits and vegetables by hand.

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles