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Automation Risk Analysis

Will “Nut Farmworker” be Automated?

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AI Exposure Risk

46%

“Nut Farmworker” 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 Farmworker” 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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

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

  • Inform farmers or farm managers of crop progress.

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

  • 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.

  • Maintain inventory, ordering materials as required.

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

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

  • Record information about plants and plant growth.

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

  • 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.

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

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles