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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

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

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

  • Inspect plants and bud ties to assess quality.

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

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

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

  • 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.

  • Record information about plants and plant growth.

  • 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.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles