Are you female? if not you have a completely different bar.
Lead Data Scientist Interviews
Lead Data Scientist Interview Questions
"As a lead data scientist, you will be responsible for developing creative and effective improvements to a company's product by analyzing data from consumers, websites, sales, and many other sources. During an interview, expect to be given many case studies about what information you can draw from a particular set of data as well as to be tested on your general statistical and computer science knowledge. A background in computer science, statistics, or another related field is required. "
398 lead data scientist interview questions shared by candidates
ML / DS technical questions and behavioural questions (allocation of resources to projects; approach to business development)
generic questions data modeling live coding tasks
explain you experience
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.
What are assumptions of Linear Regression?
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