I applied online. The process took 4 weeks. I interviewed at Insight Data Science in Sept 2024
Interview
Four interviewers, online, in the early morning. Two of them are professionals and another two are from the HR department. Firstly, the main interviewer introduced the description of the role and asked some basic questions about me.
Interview questions [1]
Question 1
Do you have any experience related to the research environment? Some general understanding of Machine Learning knowledge, like what are you going to do when the outcome is only around 95%
I interviewed at Insight Data Science (Bandung, West Java)
Interview
an initial phone screening, a technical assessment, and a final interview with the hiring manager. During the phone screening, candidates are asked about their background, experience, and motivation for applying. The technical assessment focuses on evaluating the candidate's skills relevant to the role, often involving coding challenges or problem-solving exercises. The final interview is more in-depth, covering behavioral questions and discussing potential contributions to the team
Interview questions [1]
Question 1
Why using oversample/undersample instead of other rebalancing method
I applied online. I interviewed at Insight Data Science (San Francisco, CA)
Interview
If you pass the initial stages, you'll be invited for a more in-depth technical interview. This can include whiteboard coding, system design questions, and deeper technical discussions. You'll be evaluated on your problem-solving approach, coding efficiency, and ability to communicate your thought process.
The interview was Straightforward, technical questions were very straightforward and medium difficulty