Microsoft interview notes, page 19 of 60

“I knew this one.” The rest of the author's notes on Software Engineer interview at Microsoft, Onsite - Coding / Algorithms round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This kind of question sounds broad until you're actually in it and realize you need to pick a lens fast.” The rest of the author's notes on Product Manager interview at Microsoft, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I went with sparse mixture-of-experts models because I'd been reading about them lately.” The rest of the author's notes on Machine Learning Engineer interview at Microsoft, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“Seems trivial until you sit with the constraints.” The rest of the author's notes on Software Engineer interview at Microsoft, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I jumped straight into hypotheses about localization and missed the more obvious first step of just defining what 'conversion' even means in this context.” The rest of the author's notes on Product Manager interview at Microsoft, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“My first instinct was to just list features like audio feedback and tactile controls, but that felt shallow pretty fast.” The rest of the author's notes on Product Manager interview at Microsoft, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I knew the formula but froze a little setting up the denominator.” The rest of the author's notes on Data Scientist interview at Microsoft, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This was a single question that kept going.” The rest of the author's notes on Data Scientist interview at Microsoft, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I had a decent story for this but fumbled the structure a bit.” The rest of the author's notes on Software Engineer interview at Microsoft, Onsite - Behavioral / Leadership round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“BFS was the obvious starting point and I got there, but I fumbled the direction-switching logic for longer than I'd like to admit.” The rest of the author's notes on Software Engineer interview at Microsoft, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.