
Known Data Scientist Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 10 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at Known.
Data Scientist
Screening interview for Data Scientist that was absolutely unprofessional. The interviewer repeated her questions even after I had answered them, and it was clear she lacked the competence and experience for interviewing senior-level candidates. I think it was a junior-mid level role. After discussing my experience, I was asked Google-style questions, like 'if you were in an elevator and X thing happened with X constraints, what would you do?'. It was a ridiculous and unprofessional approach. I ended the interview myself partway through.
No confirmed questions were included in this interview report.
Data Scientist
It was a 4 step process involving math/stats brain teasers, a coding session, an ML session, and a general overview. The coding session was only 30 min and covered python and SQL questions. Python questions were easy but if you don't use the specific method or function they are testing, you can waste the whole time on one problem. You'll still solve it but not the way they intended. Overall, the coding interview and the interviewer were the weakest part, not showing much. The process is okay but too much talk and not enough action.
- Math brain teasers
- Coding (python and SQL)
- ML technical chat
Data Scientist
The interview process seems to involve a preliminary chat, a data challenge, and then on-site interviews. I only went through the preliminary interview, which was pretty laid back, though I feel I could have explained my answers better.
- Could you explain a probability problem, like the marble example?
- How would you approach the sum of integers problem?
- Which is your preferred ML model and why?
Known Data Scientist Interview Questions
Quoted word for word from Known interview reports.
“Could you describe a model and provide its precise formula?”
Read reports →“Can you describe how to match tables in SQL?”
Read reports →“Could you explain a probability problem, like the marble example?”
Read reports →“What do you know about SQL indexing?”
Read reports →“Where are you located?”
Read report →“How would you approach the sum of integers problem?”
Read report →“Which is your preferred ML model and why?”
Read report →“What are the other interviewers asking?”
Read report →“Can you practice standard consulting-style brain teasers for the technical part?”
Read report →Formats, difficulty and experience
Across all 10 Known interview reports.