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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

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

Technologies & Software

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

Alternative Job Titles