What does Scale ask in software engineer interviews?

Scale SWE interviews typically cover data structures and algorithms, system design, and behavioral questions. Candidates report coding rounds using LeetCode-style problems, plus architecture design and leadership questions for senior roles. LeakCode aggregates verified reports from 5+ candidates.

How many rounds does Scale have in its interview process?

The Scale interview process typically includes a recruiter screen, a phone/online assessment round, and 4-5 onsite or virtual interviews covering coding, system design, and behavioral competencies. The exact number of rounds varies by role and team.

How hard is it to get a job at Scale?

Scale is highly selective. Candidates report pass rates in the single digits for competitive engineering roles. Strong data structures fundamentals, system design ability, and clear communication are required to advance past initial screens.

What topics should I study for a Scale interview?

Based on aggregated Scale interview reports: arrays and hash maps, trees and graphs, dynamic programming, system design (distributed systems, databases, caching), and behavioral questions using the STAR method. LeakCode shows exactly which topics appear most often.

Does Scale ask LeetCode hard questions?

Interview difficulty at Scale varies. Coding rounds typically include medium to hard difficulty algorithmic problems. System design questions are open-ended and evaluated on depth of reasoning. Browse real Scale interview questions on LeakCode to see the actual difficulty distribution.

Scale Interview Questions (2026-2027)

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Software Engineer 7

Scale AI SWE new grad 2026 Interview Guidance

SWE OA New Grad

7 replies

Interview Experience

Hello everyone, i have cleared the OA for scale AI swe new grad 2026, next ground is a 60mins coding interview, they arent gonna ask leetcode style questions but something more focused on Oops and actual coding. has anyone given the interview recently? will really appreciate any help Edit: Got some hints that it would be around task scheduling problem.

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