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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.

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

  • 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.

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

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles