In all the companies I work for in the last 20 years "senior engineer" effectively meant someone with about 5 years of experience.
In general the bar is low, indeed, and the title tends to be quite aggrandizing.
The title that shows seniority ("been there, done that"), again in my experience, is the next one, which usually is "principal engineer".