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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

  • Harvest fruits and vegetables by hand.

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

  • 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.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

  • 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.

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

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

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

Technologies & Software

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

Alternative Job Titles