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Automation Risk Analysis

Will “Grease Man” be Automated?

Historical Context: Oxford Study (2013)

Ranked #467 of 702. Estimated risk: 83.0%

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AI Exposure Risk

45%

“Grease 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%

“Grease 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

  • Test and charge batteries.

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

  • 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.

  • 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.

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

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

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

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

  • Clean windshields.

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

  • Order stock, and price and shelve incoming goods.

Technologies & Software

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

Alternative Job Titles