Scale Machine Learning Engineer interview experience

The final step was a decision-making round that also doubled as offer discussion, so the structure felt like it was building toward a clear endpoint.

The home assignment was the longest part of that sequence, but it was also straightforward in terms of what it asked me to do. I remember taking longer than I wanted because I was trying to stay careful and finish properly, not just “turn in something.” When I got to the main technical portion, I was nervous in a way that clearly affected how the round went, and I didn’t pass that stage.

End to end, the process felt fairly standard in length