Automotive and Watercraft Service Attendants

In many gas stations today, simple tasks are already handled by machines. For example, pumps often have credit-card readers so drivers pay without a cashier, and over a third of customers even prefer self-checkout like kiosks or pay-at-pump systems ^[1]. This means attendants may _assist_ rather than do the math when customers pay.

Fuel pumping itself is not yet done by robots – drivers still pump fuel or attendants do it in states that require full service. (There are no common hands-free fueling robots in use, since fuel handling has safety rules and high costs.) Tasks like making daily sales reports are now mostly done by software: modern point-of-sale systems tally up fuel, snacks, and oil sales automatically, so attendants just review or print the report ^[2] instead of adding columns by hand. Cleaning jobs – sweeping lots, washing windshields, and cleaning restrooms – remain manual for now. (O*NET notes that attendants “clean parking areas, offices, restrooms, or equipment, and remove trash” ^[2].) At the same time, some related services have become very automated: for example, the car-wash industry uses robots that can clean a car’s interior 10 times faster than a team of people ^[3]. Overall, routine, repetitive parts of this job have seen more automation, but many duties still rely on a person’s help.

AI and robots in fuel services are growing slowly. Cost is one reason: buying and running smart machines is expensive, while gas-station attendants often earn low wages, so it can take years to recoup that investment. Safety and rules also matter: in places like New Jersey, laws make a human pump gas, so stations can’t fully replace people with robots.

Customer attitude matters too. Some retailers have embraced self-service technology to speed up lines (High’s convenience stores reports faster, cleaner checkouts with machines ^[1]), but others have even removed them because some shoppers prefer talking to a person ^[1]. In general, automated systems make sense when they clearly save money or improve service – for example, by letting one worker manage many car washes with only a little help ^[3].

But if adding AI is costly or makes customers unhappy, stations may stick with human attendants.