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Automation Risk Analysis

Will “Nut Farmer” be Automated?

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AI Exposure Risk

46%

“Nut Farmer” 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 Farmer” 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

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

  • Inspect plants and bud ties to assess quality.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

  • Set up and operate irrigation equipment.

  • Inform farmers or farm managers of crop progress.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Maintain inventory, ordering materials as required.

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

Technologies & Software

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

Alternative Job Titles