I applied online. The process took 4 weeks. I interviewed at Spectrum in Jun 2025
Interview
I went through four rounds of interviews — one with the recruiter, one with the lead data scientist, one with the manager, followed by a take-home assessment and an on-site panel interview. The take-home assignment was quite intensive and closely mirrored a real-world problem the team is currently addressing. After the process, the recruiter provided feedback.
Interview questions [1]
Question 1
I was asked to present my take-home project, walk through the approach, design decisions, and architecture, and explain how I implemented the solution end-to-end.
phone screen with recruiter
technical screen with manager — pretty easy interview asked about familiarity with jupyter and common python libraries pandas, numpy etc… Asked about familiarity with LLMs/ML, basic questions about CV
Interview questions [1]
Question 1
pretty easy interview asked about familiarity with jupyter and common python libraries pandas, numpy etc… Asked about familiarity with LLMs/ML, basic questions about CV
The process took 3 weeks. I interviewed at Spectrum (Denver, CO) in May 2025
Interview
The process consisted of 4 rounds, starting with the HR. It was followed by an online coding session in Python. The third round involved a technical/personality interview with the hiring manager. The final round consisted of a take home, which I got about a week to work on. And I traveled onsite to present it in front of the whole team.