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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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

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

  • Inspect plants and bud ties to assess quality.

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles