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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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

Technologies & Software

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

Alternative Job Titles