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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

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Set up and operate irrigation equipment.

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

  • Inspect plants and bud ties to assess quality.

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

Technologies & Software

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

Alternative Job Titles