Dev Learning

Google

Candidates commonly report a scale-first round. Expect very large numbers from the opening sentence, and be ready to justify a data structure choice in more detail than many rounds ask for. Interviewers often go deep on one subproblem rather than broad across the system.

How they weight it

Numbers and Design weigh heaviest. Vague estimates cost you.

Closest interviewer archetype: The Scale Breaker — Multiplies your traffic, adds celebrity users and hot keys, kills a region.

Questions