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Automation Risk Analysis

Will “Fruit Loader” be Automated?

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AI Exposure Risk

46%

“Fruit Loader” 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%

“Fruit Loader” 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

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

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

  • Record information about plants and plant growth.

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

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

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

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Sell and deliver plants and flowers to customers.

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain inventory, ordering materials as required.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles