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Automation Risk Analysis

Will “Farm Hand” be Automated?

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AI Exposure Risk

46%

“Farm Hand” 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 Hand” 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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Clean work areas, and maintain grounds and landscaping.

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

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

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

  • 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.

  • Set up and operate irrigation equipment.

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

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

  • Record information about plants and plant growth.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

Technologies & Software

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

Alternative Job Titles