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Automation Risk Analysis

Will “Field Crop Farmworker” be Automated?

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AI Exposure Risk

46%

“Field Crop Farmworker” 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 Farmworker” 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, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles