I applied through an employee referral. The process took 3 weeks. I interviewed at EPAM Systems in Apr 2025
Interview
Good introductory interview, heavily theoretic traditional ML test for first assignment (website misleading), long wait afterwards. Second stage 90 minutes, interviewer says to expect system design questions, but after heavy preparations, there are none - feels more like NLP exam with questions focused more around transformer and LSTM, with only a glancing view at prior projects / real-life ML cases.
Post-interview feedback seemed pretty condescending, recommending to work on deploying, maintaining, and monitoring the models... problem is, we didn't really discuss this, so it's unclear where the feedback came from.
Interview questions [1]
Question 1
How would you implement a positional encoding in LSTM?
I applied through an employee referral. The process took 3 weeks. I interviewed at EPAM Systems (Erevan, ) in Nov 2024
Interview
The interview was a standard process with one data science specific and one coding session. The questions covered a wide range of topics from data science. Overall the technical part was okayish but the offer was disappointing.
Interview questions [1]
Question 1
How did you manage conflicting requests from stakeholders
The process took 2 months. I interviewed at EPAM Systems (Ankara)
Interview
It has 4 stages, hr interview, technical test, according to test results 1 hour technical interview and last interview with Head of AI. It was a smooth process, the HR was really sincere, supportive and helpful.
Interview questions [1]
Question 1
What are anchors in the context of object detection, and why are they used?