Apple·Software Engineer·Technical Phone Screen
- Design a search autocomplete system that returns the top k most searched historical queries for a given prefix.
“Classic trie problem but the ranking twist is where it gets interesting.”
FAANG / Big Tech
Most of these Apple write-ups come from Software Engineers (212), then Machine Learning Engineers (85) and Data Scientists (32). The most reported rounds are the technical phone screen (217), the system design round (48), the product sense round (29) and the behavioral / leadership round (22).
372 interview notes · updated Oct 2026
“Classic trie problem but the ranking twist is where it gets interesting.”
“I jumped straight into the recursive version and it felt clean.”
“I got the greedy intuition pretty fast: always pick the highest-profit available project.”
“I went with k-means++ initialization because I figured random init would invite a follow-up about why I didn't.”
“I started with the naive nested loop approach, which is fine, but I spent too long on the boundary padding discussion before writing any code.”
“This was the main question and it ate up most of the session.”
“I knew it was Tower of Hanoi the second they said 'disks and pegs' so that part was fine.”
“Tripped up on the negative number case for longer than I'd like to admit.”
“This was the first real round and it set the tone.”
“I fumbled this a bit.”