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Interview in a few hours? A quick sprint for GitHub

AI in interviews

low confidence

No public policy found. Assume no AI assistance in live rounds unless your recruiter says otherwise.

Checked 23 Oct 2026Source

Typical interview loop

How GitHub usually runs it for applied AI and LLM engineer roles.

  1. Recruiter screen

    Focus: Background, remote fit

    A 30-minute call on your background, motivation and comfort with GitHub's remote-first way of working.

  2. Take-home exercise

    Focus: Code quality, tests, Git

    A time-boxed, work-like coding task done in your own editor in a private repo and submitted as a pull request, then scored anonymously against a rubric with automated tests.

  3. Hiring manager conversation

    Focus: Experience fit, team context

    A behavioural and experience-fit chat with the hiring manager about the team and what you'd work on.

  4. Pairing and code review

    Focus: Collaboration, review judgment

    Collaborative sessions that may extend your take-home, pair on new code with engineers, or have you review a pull request and give specific, kind feedback.

  5. System design

    Focus: Scale, API trade-offs

    A design discussion on developer-platform infrastructure, weighing API design, scale and consistency against latency.

  6. Behavioral

    Focus: Remote collaboration

    A session on teamwork, conflict and working well asynchronously across a distributed team.

How it weights your plan

Selecting GitHub when you build a plan multiplies each topic’s priority score:

Coding+20%
System design+20%
Behavioral+20%
ML fundamentals-20%

Official prep and resources

Public candidate write-ups

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