Google · Mid-level
Recommended next: your first attempt
A complete first attempt shows where you stand before any narrow practice starts.
Pick a round to see what it asks of you and where you stand on it.
Establish independent problem solving: turn a verbal specification into correct code and explain why it works.
What breaks with duplicates or disconnected input?
How does the solution change when the input becomes a stream?
Select two unseen medium problems. For each, write the input, output, one ambiguity, the chosen state, and the invariant before coding. Briefly explain the invariant aloud once.
The screen tests independent problem solving and explicit correctness reasoning. Google reports also show graph questions with changed constraints, so a stable explanation matters more than recalling one solution.
Company researchGoogle L4: phone screen and onsite, April 2025Google L4 interview experience, May 2025Google L4 interview experience, August 2026
A first attempt takes the full 45 minutes.
Prepare for a coding screen, three algorithmic interviews, and a Googleyness and leadership conversation. L4 coding rewards turning an unfamiliar problem into a precise model, implementing it clearly, and adapting to follow-ups. Prioritize graphs, intervals, trees, and stateful data structures; retain breadth in recursion and mathematical reasoning. Practice complete solutions with complexity analysis and manual traces, alongside concrete collaboration and ambiguity stories.
Worth redoing if you hear something from the recruiter that contradicts this.
Every session saved against this target, newest first. Standings live on the round cards.
Technical coding screen, Coding: trees and graph state, Coding: sequences and reasoning, Coding: stateful data structures, and Googleyness and leadership have no attempts yet.
Create a short end-of-solution checklist: compile or syntax check, boundary trace, invariant check, complexity, and follow-up impact. Use it on one selected problem without completing a timed round.
The supplied bar requires complete code, a boundary trace, and explicit costs. A fixed checkpoint protects verification time in a 45-minute conversation.
Suggested approach
For each selected problem, write one likely follow-up that changes input size, edge conditions, or state. Mark which code and complexity claims remain valid and which must change.
Reported Google L4 loops include harder constraints after an initial solution. This preparation targets adaptation without encouraging memorized answers.
Company researchGoogle L4: phone screen and onsite, April 2025Google L4 interview experience, May 2025Google L4 interview experience, August 2026
You have two problem outlines, a usable verification checklist, and one written follow-up analysis. You can then attempt the first practice round.
Review the Google Careers interview preparation guidance and recruiter-provided interview information.
Use the company guidance to confirm practical details without treating it as evidence for a specific coding topic.
Read “4.2 Breadth-first search” and “Correctness and efficiency.”
Extract a concise invariant, state definition, and complexity explanation for traversal problems.
Questions that close the gaps above.
How does this team distinguish strong L4 ownership from L5 scope?
Which user or reliability constraint drives the team’s hardest decisions?
How do engineers influence work beyond their immediate project?