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Automation Risk Analysis

Will “Apple Thinner” be Automated?

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AI Exposure Risk

46%

“Apple Thinner” 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%

“Apple Thinner” 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

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

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

Technologies & Software

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

Alternative Job Titles