Don't wanna give away anything specific due to confidentiality but the take home and phone screen were what's been mentioned by others. The three parts of the onsite were very fair and they are by no means trying to burn through applicants like other posts have mentioned. If you know what you've put on your resume and your own research well and can code basic ML pipelines you'll be fine.
Complete one of the projects sent via email.
Not selected for the interview.
ML related questions
If there is a car race with 20 candidates, how to build a ML model to preidct the win rate of each car
What is your research topic?
Standard coding challenge in python, designed to test coding and basic mathematics abilities.
Experience with speech recognition and NLP systems, Evaluation metrics for various ML models
Given several layers of a neural network (convolutional, fully-connected, max pool, ReLU, etc.), in what order would they typically be arranged?
The questions were centered around my research.
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