I applied through a recruiter. The process took 3 weeks. I interviewed at Meta in Aug 2022
Interview
about 6 interviews total across 2 days, 4 technical and 2 behavioral. Overall nothing too difficult and scary, some questions were a bit out of left field, but generally everything was relevant.
Interview questions [1]
Question 1
Coding interview: Finding all sub-arrays that are increasing. Probability interview: Basic probability, Bayes theorem. Data science interview: load, review dataset, and build a basic model within an hour.
I applied through college or university. The process took 2 weeks. I interviewed at Meta (Menlo Park, CA) in Sep 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?
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.
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
