Very similiar to YouTube videos on the interview process.
Scientist Interviews
Scientist Interview Questions
"The questions you are asked in an interview for a position as a scientist will depend greatly on field of science you intend to work in. Generally, interviewers will be interested in your formal education, field of study and specialization, work, internship, and research experience, scientific writing skills, and interest in the subject matter. Expect to be asked technical questions that pertain to the knowledge needed to perform the duties of the job. While there are some positions open to scientists who possess associates' or bachelors' degrees, most jobs will require you to have at least a masters' degree with the majority requiring you to have a doctorate."
54,396 scientist interview questions shared by candidates
mapping users' high school
How would you improve the product?
Newsfeed Health
Example question: What type of data storage was used by the data pipeline of your last project X, and why?
Coding: one leetcode medium around string, parenthesis, backtracking, etc. ML: different supervised algorithms, pros, cons, comparison. Advanced deep learning, time series models, differences between traditional ML. Latest architectures like BERT, etc.
shell command two write ngram Python recursive function to convert JSON file into dict R function to find Peaks
Range of questions walking one through a real-world scenario where ML would apply in Coursera.
How long have you been using python? What is the last ML model you've built and what did you learn?
How transformer works in NLP?
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