I applied online. The process took 2 months. I interviewed at Brex (San Francisco, CA) in Jan 2025
Interview
1st Round: Recruiter screen
2nd Round: Technical Screens - Stats and Deep Dive into the project
Onsite:
1st Round: ML case study
2nd Round: Coding
3rd Round: values
4th Round: Problem Framing
Interview questions [1]
Question 1
Q: Basic Stats and Project deep dive
Q: ML case study like if you are taking over someone's model what are the steps you would follow and follow up questions on that
Q: Problem Framing is more like datasets would be given and you have to do easy data manipulation using pandas.
Q: Coding: Make sure you study stack, queue, and basic data structures. It would be easy
I applied online. The process took 3 weeks. I interviewed at Brex in Sep 2024
Interview
1) Chat with recruiter
2) Simple statistics interview
3) ML interview
4) Code test
Overall very simple tests, not sure what they are even testing for. The simplest I had in a while.
Interview questions [1]
Question 1
4 things you gonna ask a person, when taking over their model
Feels like an exam. To pass the first round, brush up on stats 101. For the coding round it's a traditional leetcode interview (even though they claim it isn't). It's all based on luck whether you have a good interviewer and/or you've seen the question before.
Interview questions [1]
Question 1
Leetcode med/hard - has nothing to do with data science.