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Automation Risk Analysis

Will “Produce Laborer” be Automated?

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AI Exposure Risk

46%

“Produce Laborer” 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 Laborer” 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

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

Technologies & Software

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

Alternative Job Titles