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Automation Risk Analysis

Will “Field Hand” be Automated?

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AI Exposure Risk

46%

“Field 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%

“Field 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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

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

  • Set up and operate irrigation equipment.

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • 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.

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

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

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles