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Learn what to expect directly from candidates and interviewers who've been through it.

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Sierra AI
Agent Engineer
Sierra AI·Posted 3 months ago · Apr 2025

I told Sierra I’d only worked in Python, they said that was fine, and then my first onsite was a TypeScript React debugging round where the interviewer showed up 10 or 15 minutes late and was super rude and cold.

Verified6 rounds4 questions
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Reddit
Staff Machine Learning Engineer
Reddit·Posted 3 months ago · Jan 2025

I interviewed at maybe 15 or 20 places in six months, and for every onsite I got an offer, but Reddit still threw me for a loop because the ML system design leaned way more infra than modeling.

Verified3 rounds5 questions
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Shopify
Machine Learning Engineer
Shopify·Posted 3 days ago · Jun 2026

The overall process was well organized, and the recruiter was clear about what to expect. The interviewers were professional and friendly. The technical round was more open-ended than I expected, so I could have done a better job clarifying requirements and structuring my solution before diving into details.

3 rounds1 question
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Meta
Machine Learning Engineer
Meta·Posted 6 days ago · Jun 2026

traditional interviews for MLE. coding rounds are AI-enabled meaning you can use claude or codex to write the code.

2 rounds2 questions
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Anthropic
Machine Learning Engineer
Anthropic·Posted 1 month ago · Jun 2026

The process is kind of cold. All tasks are performed on codesignal. You are basically do the assignment by yourself with the computer and camera on.

2 rounds
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OpenAI
Research Engineer
OpenAI·Posted 1 month ago · May 2026

The problem was challenging. There were many conditions you had to satisfy and some aspects were a bit underspecified. The interviewers were stone faced and gave zero commentary. I ended up making a small bug which I wasted about 15 minutes trying to fix.

1 round
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Apple
Machine Learning Engineer
Apple·Posted 2 weeks ago · Mar 2026

It was a good interview overall, I was just not prepared for it. Because it was a researcher role, i was first ask an my experience doing AI/ML research then we moved on to the technical problem, that I completely flunked because of nervousness and totally forgoing reviewing DS and Algorithms

2 rounds
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Workday
Machine Learning Engineer
Workday·Posted 1 month ago · Mar 2026

The process was fairly quick. Recruiter gets back very fast. Good experience. All interviews completed within a week.

3 rounds
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Meta
Machine Learning Engineer
Meta·Posted 1 month ago · Mar 2026

The overall process was rigorous and comprehensive, more challenging than many interviews I have done with other large technology companies. However, the recruiter’s guidance was accurate and genuinely helpful, which I really appreciated. The interviewers were professional and respectful, and I felt the process was designed to evaluate both technical depth and practical problem-solving ability. What went well was that the process gave me opportunities to discuss my experience, research background, and approach to problem solving. What did not go as well was that a few questions caught me off guard, especially where I needed to connect fundamentals, implementation details, and communication under time pressure. Even though I was not able to answer every question as well as I wanted, the experience helped me understand which areas I should strengthen further.

1 round1 question
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