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Automation Risk Analysis

Will “Station Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #467 of 702. Estimated risk: 83.0%

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AI Exposure Risk

45%

“Station Worker” 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%

“Station Worker” 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

  • 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.

  • 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.

  • Provide customers with information about local roads or highways.

  • Test and charge batteries.

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

  • Order stock, and price and shelve incoming goods.

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

  • Clean windshields.

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

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

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

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

Technologies & Software

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

Alternative Job Titles