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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

  • 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.

  • Maintain inventory, ordering materials as required.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

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

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles