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Automation Risk Analysis

Will “Field Hauler” be Automated?

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AI Exposure Risk

46%

“Field Hauler” 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 Hauler” 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.

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

  • 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.

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

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Set up and operate irrigation equipment.

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles