I applied online. The process took 4 weeks. I interviewed at Meta (Menlo Park, CA)
Interview
Consisted of 6 rounds.
-Python Coding
-Data Science Coding
-Behavioral
-Statistics Round
-ML Round
-Product Sense Round
Each round is 30 minutes. A break of 15 minutes between each rounds. Everyone was professional and easy going.
Interview questions [1]
Question 1
Given a dataset, write down all your steps from data manipulation to model building to prediction. Given two medium and easy level array problems to solve in python.
I applied through university. The process took 2 weeks. I interviewed at Meta (Menlo Park, CA) in Sept 2024
Interview
1-1 Technical Interview online on Zoom. I was asked about neural networks, loss functions, activation functions, and walkthrough of previous projects and work. Interviewer did not ask for any statistics questions.
Interview questions [1]
Question 1
How would you explain neural networks to someone without a technical background?
The phone interview lasted for one hour. The questions were not very difficult, yet covered broad scope. You need to be very familiar with the domain to response within the timeframe.
Interview questions [1]
Question 1
Binary classification related questions, and coding questions