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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

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

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

  • Set up and operate irrigation equipment.

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

  • Repair farm buildings, fences, and other structures.

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

  • 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.

  • Inform farmers or farm managers of crop progress.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Record information about plants and plant growth.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

  • Harvest fruits and vegetables by hand.

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

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

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

Technologies & Software

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

Alternative Job Titles