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Automation Risk Analysis

Will “Tractor Driver” be Automated?

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AI Exposure Risk

46%

“Tractor Driver” 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%

“Tractor Driver” 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

  • Clean work areas, and maintain grounds and landscaping.

  • Inform farmers or farm managers of crop progress.

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

  • Record information about plants and plant growth.

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

  • Sell and deliver plants and flowers to customers.

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

  • 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 farm buildings, fences, and other structures.

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

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

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

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

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

Technologies & Software

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

Alternative Job Titles