What is the advantage of training a model from scratch ?
Senior Machine Learning Engineer Interview Questions
615 senior machine learning engineer interview questions shared by candidates
Soft skills related questions, Coding questions and general machine learning question.
Previous projects I've worked on
What is an activation function?
Optimizing transformer model performance on GPUs
Did you ever use our product?
Why Upwork? Why are you making a move from your current job?
Typical CS, Software Engineering best practices, Big Data and Machine Learning problems, good amount of whiteboarding, discussions of prior projects and lot of other industry standard questions.
What is K in K means clustering
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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