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Automation Risk Analysis

Will “Fueler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #467 of 702. Estimated risk: 83.0%

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AI Exposure Risk

45%

“Fueler” 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Fueler” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Automotive and Watercraft Service Attendants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Service automobiles, buses, trucks, boats, and other automotive or marine vehicles with fuel, lubricants, and accessories. Collect payment for services and supplies. May lubricate vehicle, change motor oil, refill antifreeze, or replace lights or other accessories, such as windshield wiper blades or fan belts. May repair or replace tires.

Avg. Annual Salary $35,800
Avg. Hourly Wage $17.21
Available Jobs (US) 98,270
Job Title & Hierarchy Code (SOC) Automotive and Watercraft Service Attendants #53-6031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Automotive and Watercraft Service Attendants”

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Core Skills & Abilities

  • Prepare daily reports of fuel, oil, and accessory sales.

  • Maintain customer records and follow up periodically with telephone, mail, or personal reminders of services due.

  • Sell and install accessories, such as batteries, windshield wiper blades, fan belts, bulbs, or headlamps.

  • Provide customers with information about local roads or highways.

  • Clean parking areas, offices, restrooms, or equipment, and remove trash.

  • Grease and lubricate vehicles or specified units, such as springs, universal joints, or steering knuckles, using grease guns or spray lubricants.

  • Test and charge batteries.

  • Order stock, and price and shelve incoming goods.

  • Clean windshields.

  • Activate fuel pumps and fill fuel tanks of vehicles with gasoline or diesel fuel to specified levels.

  • Perform minor repairs, such as adjusting brakes, replacing spark plugs, or changing engine oil or filters.

  • Rotate, test, and repair or replace tires.

  • Collect cash payments from customers, and make change or charge purchases to customers' credit cards, providing customers with receipts.

  • Check tire pressure and levels of fuel, motor oil, transmission, radiator, battery, or other fluids, adding air or fluids as required.

Technologies & Software

  • Waymo (Autonomous Driving)
  • Gatik AI
  • Microsoft Windows
  • Microsoft Excel
  • Tesla Autopilot
  • Mozilla Firefox
  • Mobileye AI
  • Timekeeping software
  • Apple Safari
  • Project44 AI Logistics
  • Microsoft Edge
  • Software libraries
  • Point of sale POS software
  • Microsoft Outlook
  • Inventory management systems
  • Web browser software
  • Safety glasses
  • Desktop computers
  • Grease guns
  • Hydraulic automobile lifts
  • Glass squeegees
  • Straight screwdrivers
  • Hub-cap pullers
  • Fuel pumps
  • Lug wrenches
  • Phillips head screwdrivers
  • Adjustable hand wrenches
  • Optical price scanners
  • Cash registers
  • Power hoists
  • Tire pressure gauges
  • Handheld calculators
  • Tow trucks
  • Hydraulic jacks
  • Handheld battery testers
  • Socket wrench sets
  • Point of sale POS computer terminals
  • Tire hammers
  • Wheel alignment machines
  • Electronic engine analyzers
  • Tire tread depth gauges
  • Pneumatic impact wrenches
  • Holding clamps
  • Safety gloves
  • Tire probing awls
  • Tire stands

Alternative Job Titles