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Automation Risk Analysis

Will “Farm Worker” be Automated?

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AI Exposure Risk

46%

“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%

“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

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

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

  • 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.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles