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Automation Risk Analysis

Will “Refueling and Fueling Line Service Attendant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #467 of 702. Estimated risk: 83.0%

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AI Exposure Risk

45%

“Refueling and Fueling Line Service Attendant” 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%

“Refueling and Fueling Line Service Attendant” 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

  • Rotate, test, and repair or replace tires.

  • Clean windshields.

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

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

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

  • Order stock, and price and shelve incoming goods.

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

  • Test and charge batteries.

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

  • 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.

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

  • Provide customers with information about local roads or highways.

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

Technologies & Software

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

Alternative Job Titles