I am joining Facebook as E5 ML engineer. Want to hear from some facebook folks on the ML teams they have worked with and what the work culture is like? For some more context, I am currently thinking of integrity teams.
How was your interview like?
Standard - 2 ML rounds including ML design, coding rounds and behavioral. Tons of coding to do onsite :-)
Thanks. In terms of coding, what algo/ds questions were asked?
I can't tell you any specifics.. But its standard coding prep.. I did tons of leet coding esp. medium problems. You can also subscribe to leet code premium to get fb specific questions asked in the past
TC?
Integrity is less important comparing a year ago.
Got it.. I am looking for longer term impact problems and teams. Do you work in ML? Can you share your experience and work culture ?
Could you share your offer breakdown? Congrats, you got in when the company stock is down - you probably have a 30% upside next year!
TC is 90%ile.. The numbers on levels.fyi are actually true :-)
Cmon dude you know the rules. TC?
ML is not always ML at Facebook. Some team are more data cleaning, some more for systems, some is pure research. Make sure you ask right question of what is the ML work.
Can you elaborate ?
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I don’t think site integrity is a top ML team since Facebook is still full of fake hot girls
Well - That's what makes it a top team. Its a challenging problem. You don't want to go into a team where everything is already in a good place - Especially in Machine Learning. You will not have impact.