First phone screen by contract recruiter (super friendly). Then a take home assignment that you get 2-4 hours to spend. Panel interview was good everyone was professional, and asked a lot of questions that surrounds basic distributed systems. Coding portion, this is where it's very specific. I only studied leetcode style questions, and unless your job already requires you to write pure Python and SQL code, you might be in trouble. So brush up on python file systems, arguments, markdow so on, and SQL brush up on your JOINS UNIONS and so on. I didn't want to waste too much of their time, because at that point I was only able to write the solution out in pseudocode. However the head of engineering was very professional and helpful throughout. Asked a few questions on your submitted assignment. Hopefully this helps the next candidate that they're looking for.
I suspect fresh grads will pass the technical easier.