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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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

  • Record information about plants and plant growth.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

  • 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.

  • Maintain inventory, ordering materials as required.

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles