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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

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

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

  • Record information about plants and plant growth.

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

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

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

  • Set up and operate irrigation equipment.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

  • 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.

Technologies & Software

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

Alternative Job Titles