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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

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

  • Record information about plants and plant growth.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Set up and operate irrigation equipment.

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

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

  • Inspect plants and bud ties to assess quality.

  • 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.

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

  • Harvest fruits and vegetables by hand.

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

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

  • Maintain inventory, ordering materials as required.

  • 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.

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

Technologies & Software

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

Alternative Job Titles