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Automation Risk Analysis

Will “General Farm Laborer” be Automated?

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AI Exposure Risk

46%

“General 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%

“General 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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Set up and operate irrigation equipment.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

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

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

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • 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.

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

  • 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.

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

  • Sell and deliver plants and flowers to customers.

Technologies & Software

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

Alternative Job Titles