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Senior Machine Learning Engineer Interview Questions
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Coding Round - Count Possible Decoding of a given Digit Sequence
Typical Meta coding interview, with problems involving data structures and algorithms. I had to solve 2 problems in 40 minutes without compiling/running the code.
Round 1 coding interview: 2 leetcode easy
Things like "describe self-attention mechanism", "how do RNNs differ vs. transformers", "how do you use propensity scores in AB tests"
Coding questions were medium leetcode questions and can be done with some prep. system design and ml system wasn't too hard. I couldn't do senior level on ml system design. it's more complicated than educative examples.
ML model design was about how to extract text from images. Specifically semi-structured text like street signs or licenseplates from random photos.
5 DS questions spread over 2 phone rounds ML questions - Precision, Recall, Clustering algorithms Resume Assignment focused on finding document similarity
Experience in C++11/14, what features of the language do you use? Code matrix multiplication optimized for memory access? Optimisation of convolutions in neural networks (no code required, only explain principle)
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