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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

  • 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.

  • Record information about plants and plant growth.

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • 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.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles