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Automation Risk Analysis

Will “Farmworker” be Automated?

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AI Exposure Risk

46%

“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%

“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

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

Technologies & Software

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

Alternative Job Titles