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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

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

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

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Sell and deliver plants and flowers to customers.

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

  • 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.

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

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

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

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

  • Maintain inventory, ordering materials as required.

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

  • Maintain and repair irrigation and climate control systems.

Technologies & Software

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

Alternative Job Titles