A friend has onsite scheduled with Facebook for Software ML (SWML) role. Has 2 coding, 1 General system design, 1 ML design and 1 behavioural interview. Any pointers on what to expect in ML design and coding? YOE : 5 TC : 300k
Hi! Why would be the career path to get to this SWML role? Seems like it would require projects on Machine learning under your belt right? Or does having done software projects be enough?
Interested to know as well, what's your experience?
For the ML design round, you need to demonstrate a good understanding of the end to end ML system/workflow, not just the modeling part. https://www.rooftopslushie.com/request/Facebook-Machine-Learning-SDE-Interview-Tips-78
Read the Predicting Clicks on Ads paper by Facebook.
Check out these papers. Perhaps skip the Factorization paper
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I hardly have any friend who reaches out to forums and asks about what I could expect in interview 😞
True. OP, will you be my friend?