Educational Background and work experience project-related questions? 2 -3 programming questions?
Lead Data Scientist Interview Questions
351 lead data scientist interview questions shared by candidates
Coding exercises to show knowledge on data structures, time/space complexity, testing, etc.
Unfortunately, I cannot be disclosing this. However, I found this https://developer.squareup.com/blog/category/data-science very useful to gain context.
python and ds questions
Clustering,Regression statistics ANOVA, Deep Learning
Four H of company is important for cultural fit. You have to be prepared for their company values.
When is better to use AUPRC than AUCROC?
What's the pros and cons of factorization machine?
Take-home task focused on analysis of (sanitised) booking data for a specific location, with some motivating business questions (focused on what interventions might help the company achieve its goals).
Explain the approach and why you took that approach for your business case
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