> it's not like there's any calculus or algebra involved

There certainly is when you're navigating.

Some of the more advanced math is boiled down to specialized slide rules, though these days they'd use a computers.

For example, the fuel consumption rate vs range is not a linear relationship, because burning fuel lightens the airplane and so it can go faster/further.