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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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Record information about plants and plant growth.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • 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.

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • 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.

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

  • Harvest fruits and vegetables by hand.

  • Maintain inventory, ordering materials as required.

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles