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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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

  • Inspect plants and bud ties to assess quality.

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

  • Inform farmers or farm managers of crop progress.

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

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

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

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

  • 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.

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Maintain inventory, ordering materials as required.

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles