Thanks for sharing direct feedback of ML system design and ML modeling. It really helps me to narrow down my focus to 3-4 topics per sections
Prepared for
Roblox Senior MLE
5 star review
Work 1-1 with ML Engineers who have worked at Roblox and who've hired Machine Learning Engineers at scale.
The Roblox ML Engineer interview loop is very structured. Each interview follows an almost-rigid format to assess you across very specific technical and leadership skills. Here's the process:
Initial screening of Machine Learning Engineer background and technical expertise.
Coding and machine learning fundamentals / statistical reasoning.
4-5 rounds: ML System Design, Coding, Statistics/Modeling, and Behavioral.
Behavioral
Coding
ML System Design
ML Knowledge
63% book a follow-up
5.02 sessions on average
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