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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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

Technologies & Software

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

Alternative Job Titles