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Automation Risk Analysis

Will “Field Crop Harvest Worker” be Automated?

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AI Exposure Risk

46%

“Field Crop 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%

“Field Crop 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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Repair farm buildings, fences, and other structures.

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Set up and operate irrigation equipment.

  • 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.

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

Technologies & Software

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

Alternative Job Titles