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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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles