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Automation Risk Analysis

Will “General Farm Worker” be Automated?

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AI Exposure Risk

46%

“General Farm Worker” 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 Worker” 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

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

  • 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.

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles