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Automation Risk Analysis

Will “Apple Turner” be Automated?

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AI Exposure Risk

46%

“Apple Turner” 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 Turner” 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

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

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

  • Record information about plants and plant growth.

  • Harvest fruits and vegetables by hand.

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

  • Sell and deliver plants and flowers to customers.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Set up and operate irrigation equipment.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain and repair irrigation and climate control systems.

Technologies & Software

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

Alternative Job Titles