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Automation Risk Analysis

Will “Farm Laborer” be Automated?

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AI Exposure Risk

46%

“Farm Laborer” 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%

“Farm Laborer” 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

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

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

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

  • Record information about plants and plant growth.

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Repair farm buildings, fences, and other structures.

  • 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.

  • Maintain and repair irrigation and climate control systems.

  • Maintain inventory, ordering materials as required.

  • 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.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

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

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles