I sent their team an email two years ago with exactly that feedback, and their response was:

"Thank you for the feedback. We are working on an update that will 'save' your preferred map view when logged in on the PurpleAir website. However, it is not published yet."

See my post above how I am able to bookmark the site after I choose the settings I want and it remember these choices when I visit again.