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Automation Risk Analysis

Will “Nut Packer” be Automated?

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AI Exposure Risk

46%

“Nut Packer” 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 Packer” 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

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

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • 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.

  • Record information about plants and plant growth.

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

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

Technologies & Software

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

Alternative Job Titles