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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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Inform farmers or farm managers of crop progress.

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • 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.

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

  • Set up and operate irrigation equipment.

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

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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

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

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

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

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles