Box·Machine Learning Engineer·Onsite - Behavioral / Leadership
- Walk us through a past project you worked on.
“Pretty much the core of the whole round.”
Large Enterprises
Screna has 19 Box interview write-ups. The most reported round is the system design round (8).
19 interview notes · updated Jul 2026
“Pretty much the core of the whole round.”
“The 'real system you built' framing tripped me up more than I expected.”
“They gave a class template to start from, which helped, but the actual logic was all on me.”
“This one sprawled fast.”
“I went straight to use cases: surfacing document summaries, letting users query their Box content via chat, that kind of thing.”
“This one took me a minute to even figure out where to start.”
“I fumbled the opening a bit, went straight to pipeline metrics and the interviewer kind of just waited.”
“This started manageable and then just kept expanding.”
“XOR with a left-shifted 1 is the clean answer here.”
“I started with a heap-based approach, traverse the directory tree, tokenize each file, dump counts into a hash map, then use a min-heap of size K to track the top results.”