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Automation Risk Analysis

Will “Fruit Packer” be Automated?

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AI Exposure Risk

46%

“Fruit Packer” 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 Packer” 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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Record information about plants and plant growth.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Set up and operate irrigation equipment.

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

Technologies & Software

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

Alternative Job Titles