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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

  • 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.

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

  • 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.

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

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

  • Inspect plants and bud ties to assess quality.

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

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

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

  • 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.

  • Set up and operate irrigation equipment.

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles