The technical round hit hard with a question to implement multi-head self-attention from scratch in PyTorch. I felt the pressure as I explained the time and memory complexity, but the real surprise came when I recalled a similar problem I had practiced on PracHub just days before. Following that, I had a casual chat about the role and my experience, and then wrapped up with a behavioral interview. Once everything was done, I received an offer, which I gladly accepted. Overall, a challenging yet rewarding experience.
Perguntas de entrevista [1]
Pergunta 1
Implement multi-head self-attention from scratch in PyTorch and explain the time/memory complexity, then describe how FlashAttention reduces memory usage
Fiz uma entrevista na empresa xAI (Londres, Inglaterra).
Entrevista
Initial interview was simple tell me about yourself.
I was asked to present a project explaining the core technical details and going down to system design choices that were made.
Applied online, got requested to do 2 online assessments, Then called in for an interview, and then a final round got scheduled 2 weeks later. Roughly 3 months from initial app to final round.
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