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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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

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

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Maintain inventory, ordering materials as required.

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles