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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

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

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

  • 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.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

  • Record information about plants and plant growth.

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

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

  • Sell and deliver plants and flowers to customers.

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

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

Technologies & Software

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

Alternative Job Titles