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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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

  • 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.

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

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

  • 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.

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

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

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

  • Harvest fruits and vegetables by hand.

Technologies & Software

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

Alternative Job Titles