How would you set up a ML pipeline
Software Engineer Machine Learning Interview Questions
266 software engineer machine learning interview questions shared by candidates
First round: ML coding (AUC function) Onsite: OOP schema question (chess) Algo-DS coding question Behavioral round with senior engg. lead ML system discussion with Director of Engg. ML (optimize labeling workflow, question on how sample size affects sensitivity, specificity)
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Explain L1, L2, L3 cache
LC medium question (C++) on google doc
Coding rounds were similar to general software engineering questions based on trees. ML was like ML design rounds.
General C++ questions: exceptions in constructors / stack unwinding, step-by-step creation of objects (order of constructors & members initialization), virtual inheritance. Specific question - can you use 'auto_ptr' in vectors?
- 3rd round, take home task. I have spent hours and completed the challenge. Hiring team didn't bother to send even a single line of feedback. Such an unprofessionalism.
A simple coding question having to do with sorting arrays
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