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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.

  • Test and charge batteries.

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

  • Order stock, and price and shelve incoming goods.

  • Clean windshields.

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

  • 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.

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

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

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

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

  • Rotate, test, and repair or replace tires.

  • Provide customers with information about local roads or highways.

Technologies & Software

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

Alternative Job Titles