Background:

• 3+ years of experience as Data Scientist/MLE
• B.Tech from IIT (non-circuital branch)

Round 1

End-to-end design question based on image + text (document-type) data. Had to propose a complete pipeline to predict aspect ratio from the given data/document.

Round 2 — Coding + LLMs

One Python coding question. Followed by deep dive into LLMs, transformers, and attention mechanisms.

Round 3 — Managerial Round

Discussion on projects, teamwork, and behavioral questions.

Round 4 — Hiring Manager Round

Talked through past projects. One system design question: design a color suggestion system. Followed by team and work-related discussion.

Accepted the offer!
Will share the compensation details soon in another post soon.