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Automation Risk Analysis

Will “Dumpster Driver” be Automated?

Historical Context: Oxford Study (2013)

Ranked #431 of 702. Estimated risk: 79.0%

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AI Exposure Risk

47%

“Dumpster 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 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Dumpster 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 Heavy and Tractor-Trailer Truck Drivers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Drive a tractor-trailer combination or a truck with a capacity of at least 26,001 pounds Gross Vehicle Weight (GVW). May be required to unload truck. Requires commercial drivers' license. Includes tow truck drivers.

Avg. Annual Salary $58,400
Avg. Hourly Wage $28.08
Available Jobs (US) 2,070,480
Job Title & Hierarchy Code (SOC) Heavy and Tractor-Trailer Truck Drivers #53-3032
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Heavy and Tractor-Trailer Truck Drivers”

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Core Skills & Abilities

  • Check all load-related documentation for completeness and accuracy.

  • Give directions to laborers who are packing goods and moving them onto trailers.

  • Report vehicle defects, accidents, traffic violations, or damage to the vehicles.

  • Maneuver trucks into loading or unloading positions, following signals from loading crew and checking that vehicle and loading equipment are properly positioned.

  • Inventory and inspect goods to be moved to determine quantities and conditions.

  • Secure cargo for transport, using ropes, blocks, chain, binders, or covers.

  • Check conditions of trailers after contents have been unloaded to ensure that there has been no damage.

  • Load or unload trucks or help others with loading or unloading, using special loading-related equipment or other equipment as necessary.

  • Wrap and secure goods using pads, packing paper, containers, or straps.

  • Read bills of lading to determine assignment details.

  • Read and interpret maps to determine vehicle routes.

  • Perform basic vehicle maintenance tasks, such as adding oil, fuel, or radiator fluid, performing minor repairs, or washing trucks.

  • Follow appropriate safety procedures for transporting dangerous goods.

  • Drive trucks with capacities greater than 13 tons, including tractor-trailer combinations, to transport and deliver products, livestock, or other materials.

  • Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations.

  • Perform emergency roadside repairs, such as changing tires or installing light bulbs, tire chains, or spark plugs.

  • Inspect loads to ensure that cargo is secure.

  • Plan or adjust routes based on changing conditions, using computer equipment, global positioning systems (GPS) equipment, or other navigation devices, to minimize fuel consumption and carbon emissions.

  • Crank trailer landing gear up or down to safely secure vehicles.

  • Operate equipment, such as truck cab computers, CB radios, phones, or global positioning systems (GPS) equipment to exchange necessary information with bases, supervisors, or other drivers.

  • Collect delivery instructions from appropriate sources, verifying instructions and routes.

  • Couple or uncouple trailers by changing trailer jack positions, connecting or disconnecting air or electrical lines, or manipulating fifth-wheel locks.

  • Obtain receipts or signatures for delivered goods and collect payment for services when required.

  • Remove debris from loaded trailers.

  • Install or remove special equipment, such as tire chains, grader blades, plow blades, or sanders.

  • Check vehicles to ensure that mechanical, safety, and emergency equipment is in good working order.

  • Operate idle reduction systems or auxiliary power systems to generate power from alternative sources, such as fuel cells, to reduce idling time, to heat or cool truck cabins, or to provide power for other equipment.

  • Drive trucks to weigh stations before and after loading and along routes in compliance with state regulations.

  • Follow special cargo-related procedures, such as checking refrigeration systems for frozen foods or providing food or water for livestock.

Technologies & Software

  • Microsoft Office software
  • Computerized inventory tracking software
  • Evernote
  • MarcoSoft Quo Vadis
  • Omnitracs Performance Monitoring
  • Microsoft Excel
  • Microsoft Outlook
  • Microsoft Windows
  • SAP software
  • Project44 AI Logistics
  • Gatik AI
  • ddlsoftware.com drivers daily log program DDL
  • Mobileye AI
  • PeopleNet
  • YouTube
  • Fog Line Software Truckn Pro
  • 3M Post-it App
  • ALK Technologies PC*Miler
  • Waymo (Autonomous Driving)
  • TruckersHelper
  • Eko
  • Inventory tracking software
  • Microsoft Word
  • ADP ezLaborManager
  • Tesla Autopilot
  • Johnson bars
  • Pup trailers
  • Two way radios
  • Flatbed trucks
  • Cargo hoists
  • Notebook computers
  • Forklifts
  • Trucks greater than 26000 pounds
  • Lowboy trailers
  • Cell phones
  • Manual lifts
  • 4-ranger tower trucks
  • Telescoping boom trucks
  • Global positioning system GPS receivers
  • Front load dumpsters
  • Sliding tandem axles
  • Tilt trailers
  • Air compressors
  • Winches
  • Boom trucks
  • Plow attachments
  • Three-point hitches
  • Order picker clamp trucks
  • Scanners
  • Ready mix trucks
  • Satellite linkup systems
  • Laser facsimile machines
  • Refuse collection trucks
  • Handheld bar code scanners
  • Dump trucks
  • Global positioning system GPS devices
  • Wheel loaders
  • Handlifts
  • Sliding fifth wheels
  • Handtrucks
  • Frequency modulation FM two way radios
  • Electric handtrucks
  • Personal digital assistants PDA
  • Blocks and tackle
  • On-board computers
  • Hydraulic lifts

Alternative Job Titles