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Automation Risk Analysis

Will “Lube Man” be Automated?

Historical Context: Oxford Study (2013)

Ranked #467 of 702. Estimated risk: 83.0%

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AI Exposure Risk

45%

“Lube Man” 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%

“Lube Man” 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

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

  • Order stock, and price and shelve incoming goods.

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

  • Provide customers with information about local roads or highways.

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

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

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

  • Clean windshields.

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

  • Rotate, test, and repair or replace tires.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles