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Automation Risk Analysis

Will “Garageman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #467 of 702. Estimated risk: 83.0%

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AI Exposure Risk

45%

“Garageman” 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%

“Garageman” 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

  • Clean windshields.

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

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

  • Provide customers with information about local roads or highways.

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

  • Order stock, and price and shelve incoming goods.

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

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

  • Rotate, test, and repair or replace tires.

  • Test and charge batteries.

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

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

  • 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

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

Alternative Job Titles