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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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Set up and operate irrigation equipment.

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

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

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

  • Record information about plants and plant growth.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles