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Automation Risk Analysis

Will “Harvest Worker” be Automated?

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AI Exposure Risk

46%

“Harvest Worker” 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%

“Harvest Worker” 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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain inventory, ordering materials as required.

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

Technologies & Software

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

Alternative Job Titles