Microsoft interview notes, page 28 of 60

“Super open-ended and I kind of froze for a second trying to figure out which direction to go.” 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 jumped straight into the ingestion pipeline without asking enough about scale, frequency, or schema consistency across the buckets.” The rest of the author's notes on Software Engineer interview at Microsoft, Onsite - System Design / Architecture round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I got the basic structure down fast, just a hashmap from tokenId to expiry time.” 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.

“This is one of those questions where you think you know it until you actually have to draw it out.” The rest of the author's notes on Software Engineer interview at Microsoft, Onsite - System Design / Architecture round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This one had more surface area than I expected.” The rest of the author's notes on Software Engineer interview at Microsoft, Onsite - System Design / Architecture round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“Went with a frequency map, count occurrences, then filter.” 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.

“This one I actually had a decent story for.” The rest of the author's notes on Machine Learning 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.

“This sounds like a standard opener but it absolutely is not.” 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.

“I blanked for a second because the question is so wide.” The rest of the author's notes on Software Engineer interview at Microsoft, Onsite - System Design / Architecture round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This one sprawled in every direction and I never fully got my footing.” The rest of the author's notes on Machine Learning Engineer interview at Microsoft, Onsite - System Design / Architecture round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.