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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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

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

Technologies & Software

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

Alternative Job Titles