10 min go through the resume, 20 min of technical questions and 30 min coding. Technical questions including a case study, which is building a machine learning model from scratch.
Interview questions [1]
Question 1
How to improve model performance in one of resume project.
I first had a screening HR interview, then a phone interview with the team leader, then 1 hour data science interview, then an interview with higher manager and then HR again.
Interview questions [1]
Question 1
General questions about data science, and case studies
I applied online. The process took 4 weeks. I interviewed at Microsoft in Oct 2020
Interview
The process was smooth overall. I applied online, a week later recruiter reached out to me to schedule an interview with the hiring manager. After which I was sent a take-home assessment which had to be submitted within 72 hrs. The next round was with a Senior Manager where I was ask mostly technical questions.
Interview questions [1]
Question 1
- Tell me about yourself
- How do you keep yourself up to date on the latest technologies in data science?
- Evaluation of Classification models
- You created a model and deployed it in production. How will you check it your model is performing well in the real-time environment?