Skip to content

Interview openers and closers

  • Behavioral
  • Asked in most interview loops
  • About 1 h 30 min to learn
  • 3 vetted resources
Build a plan that includes this

What this topic covers

The first few minutes of most loops are “tell me about yourself”, “why this company” and sometimes “walk me through your resume”, and the last few are your own questions for the interviewer. These answers set the frame the interviewer uses for everything after, so a vague or rambling start costs you more than it seems. For an AI or LLM engineer, a strong pitch runs 60–90 seconds, names the role you’re applying for, picks one or two shipped results (an eval you built, a latency or cost win, a feature in production) and ends on why this team’s problems are your logical next step. “Why us” should rest on something specific you learned about the team or product, not the mission statement. Your closing questions should show judgement and help you decide, for example how the team evaluates model changes or who owns quality once a feature ships.

Builds on

You’re ready when you can

What interviewers check, from the resources below.

  • Can give a 60–90 second pitch that names the target role, one shipped result and why this role is next
  • Can walk through your resume in 2–3 minutes with a framing sentence and one highlight per role
  • Can answer “why this company” with something specific to the team or product
  • Has three closing questions ready that differ by interviewer type
  • Opens by naming yourself with the job title from the posting
  • States experience level and technical focus in one sentence
  • Gives an impact result, not a list of duties
  • Has a one-minute and a longer version ready
  • Has a short list of questions for recruiter, engineer and manager rounds
  • Avoids questions the company website already answers

What to study, in order

Each link opened and checked by hand; the date says when.

  1. Start here

    Answering “Tell Me About Yourself” (opens in a new tab)

    GreatFrontEnd · Yangshun Tay · 45 min · Free · checked 22 Oct 2026

    Why
    Almost every round opens with “tell me about yourself”, and the answer decides which parts of your background the interviewer digs into. A tight, role-specific pitch gives you that control from the first minute.
    What to read
    Read “Recommended Preparation”, “The 1-min pitch” and “Examples of good self introductions”, then the “Hear it from the hiring managers” quotes. Then open the playbook’s sibling chapters “Answering ‘Walk Me Through Your Resume’” and “Answering ‘Why Work Here’” (the 60–90 second structure and the team-specific insights part), and skim “Questions to Ask at End of Interview”. Finish by writing your own 60–90 second pitch for an AI engineer role and saying it out loud with a timer.
    What to skip
    Skip “Portfolio showcase” unless you have a demo worth showing, and swap the front end pitch points for your own LLM work (evals, retrieval, latency or cost wins). The end-of-page exercises are optional.

  2. Free alternative

    Tackling common interview questions: Tell me about yourself (opens in a new tab)

    Formation · 15 min · Free · checked 22 Oct 2026

    Why
    A short, step-by-step way to build your opening pitch, useful if you want a template rather than a long guide.
    What to read
    Read “Why the ‘tell me about yourself’ question is so important” and the four steps under “How to build your pitch”. Draft both versions it suggests: a one-minute pitch and a longer walk through your work history.
    What to skip
    Skip “Need more? Get holistic interview prep with Formation” and the workshop promotions; they’re ads.

  3. Go deeper

    Reverse interview (opens in a new tab)

    GitHub · viraptor · 20 min · Free · checked 22 Oct 2026

    Why
    “Do you have any questions for me?” is the last thing every interviewer hears from you. A large, grouped list helps you pick questions that show judgement and tell you whether you want the job.
    What to read
    Read “Expected usage”, then scan “The Role”, “Tech”, “The Team” and “Your Potential Coworkers”. Pick two or three questions per interviewer type and adapt one to AI work, such as how the team evaluates model changes before shipping.
    What to skip
    Skip “Building Layout” and “Remote Work” unless they apply to you, and save “Compensation” and “Time Off” for the recruiter or offer stage.

Companies that test Behavioral most

Put Interview openers and closers in your plan

Tell us your interview date and hours a day; it lands on the right day, in the right order.

Build my plan