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Real Interview Experiences

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Google
Machine Learning Engineer
Google·Posted 1 month ago · Apr 2026

Interviewer was very comforting but focus on more Eval part. Prepare eval better along with failover strategy, model choices.

2 rounds2 questions
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Confluent
Senior Software Engineer 2
Confluent·Posted 4 months ago · Apr 2026

Overall interview process was fairly standard. Coding questions were similar to the previous interview experiences. Make sure to be fluent with file system APIs (reading and writing data within files). System design questions were fairly standard questions.

3 rounds5 questions
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Amazon
Software Engineer
Amazon·Posted 4 months ago · Apr 2026

The OA was more challenging than I expected, the questions were more aligned with Competitive programming style. Recruiter was really supportive and informative. Still waiting on the next steps, which is the final round.

2 rounds2 questions
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Amazon
Senior GenAI Architect
Amazon·Posted 4 months ago · Apr 2026

In the phone screen the interviewer is very technical, supposedly should be AWS LP, behavioural and some technical questions. The interviewer says casual conversation but wants me to design the system but doesn't want me to draw diagram but keeps upgrading function or non-functional requirements and expects me to answer asap. And also as detailed as the formula for certain evaluation metrics.

2 rounds
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Lyft
Software Engineer
Lyft·Posted 4 months ago · Apr 2026

Started with background discussion. Interviewer asked about a specific project i mentioned on the resume and dug into details. As for the coding challenge, I was given an existing package which contained an API for reading 4 bytes of data at a type from a file. To read 10 bytes, we had to call this underlying API 3 times to get 12 bytes, respond back with the requested 10 bytes, and keep the extra 2 bytes of data in memory for future calls. I solved this with a queue-based implementation, handling edge cases around reaching the end of the file. Got follow-up questions related to handling API call failures, retries, and streaming the output.

1 round
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Anthropic
Engineering Manager
Anthropic·Posted 4 months ago · Apr 2026

Some of the interviews are very formulaic. When they ask about management experience they first start by asking what is the largest org you've managed, and then all following questions are about that org. The largest org I had managed was at a bank which doesn't have the greatest parallels to draw from. If I had better understood the format I would have answered with the bank, but explicitly stated that it's not a good analogy lets talk about this slightly smaller org because it's closer to you guys. Instead, this conversation happened at the end.

4 rounds2 questions
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Capital One
Product Manager
Capital One·Posted 4 months ago · Apr 2026

Friendly recruiter screening (looking for good communication) and senior PM (mini-case). Mini-case was easy. Power day is ahead (final), and reportedly has much lower low pass rate. Calculators allowed, so evaluation is focused more on thinking and communication.

2 rounds4 questions
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A
Product Manager
Apex·Posted 4 months ago · Apr 2026

The process and the questions were more or less what I expected. I thought that they would provide a take home assessment but instead in was directly invited to the call and answer questions there.

2 rounds
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Hubspot
Software Engineer
Hubspot·Posted 4 months ago · Apr 2026

The process was straightforward, recruiter call followed by online assessment. Depending on the assessment, you are invited for a virtual on-site, with coding and system design. If you succeed, then there is a deep dive project round and finally behavioral. Interview is split into stages.

3 rounds1 question
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