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Automation Risk Analysis

Will “Produce Wrapper” be Automated?

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AI Exposure Risk

46%

“Produce Wrapper” 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%

“Produce Wrapper” 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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

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

  • Inspect plants and bud ties to assess quality.

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

  • 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.

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

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles