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Company values rounds

  • Behavioral
  • Asked often
  • About 2 h to learn
  • 3 vetted resources
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What this topic covers

Many loops include a round scored against the company’s stated values rather than general “soft skills”: Amazon’s Leadership Principles with a Bar Raiser in the debrief, Google’s “Googleyness and leadership”, Meta’s signal areas such as ambiguity, conflict and growth, and at frontier labs a conversation about the mission, AI safety and your own judgement. Interviewers each take a few of these values, ask for real past situations, and keep pushing with follow-ups until they can see how you decided, not just what happened. A strong candidate has read the company’s own principles, mapped six to eight stories onto them, knows where two values pull against each other in each story, and can explain a judgement call without reciting the value’s name. For AI/LLM engineers, expect probes on shipping under uncertainty, owning a model or eval failure, and why this company’s approach to AI is the one you want to work on.

You’re ready when you can

What interviewers check, from the resources below.

  • Can explain who the Bar Raiser is and why every interview in the loop counts
  • Has a story-to-principle grid with each principle covered at least twice
  • Can name the tension between two principles inside one of your stories
  • Tells a story as a chain of decisions and reasons, not as a list of outcomes
  • Has at least one failure or mistake story that ends with what you changed
  • Every story closes on a stated result, with a number where one exists
  • Can say in one line why Amazon interviewers prefer data in an answer
  • Can state your own view on one real AI-safety trade-off in two or three sentences
  • Has a “why this lab” answer that would not fit any other company
  • Can link one of your stories to a specific published value of the lab

What to study, in order

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

  1. Start here

    What's Different About Amazon Behaviorals (opens in a new tab)

    Mastering Behavioral Interviews · Austen McDonald and Gilad Naor · 30 min · Free · checked 22 Oct 2026

    Why
    Amazon runs the most explicit values round in big tech, and the same mechanics (each interviewer owns a few values, a senior outsider runs the debrief) show up elsewhere. Two former engineering managers explain what the Bar Raiser and the interviewers are actually listening for.
    What to read
    Read the whole post: “Leadership Principles Aren’t Just for Interviews”, “Your Stories Need to Reveal Your Decision-Making Process”, “The Bar Raiser Is Central to the Entire Process”, “Data-Driven AND Good Judgment” and “Top Tips”. Then open Amazon’s Leadership Principles page (already in your library) and build a grid: your six to eight stories down the side, the 16 principles across the top, and mark the two or three each story proves best.
    What to skip
    Skip “The Questions You Should Ask Your Recruiter” unless you have an Amazon loop booked, and the full video at the end unless you want the longer conversation.
  2. Free alternative

    8 interview tips from Amazon Bar Raisers to help you clinch the job (opens in a new tab)

    About Amazon · Alexis L. Loinaz · 15 min · Free · checked 22 Oct 2026

    Why
    This is Amazon’s own advice from the people who run the debrief, so it tells you directly what they reward: stories mapped to the principles, honest mistakes with what changed afterwards, and answers that end on a result.
    What to read
    Read all eight tips, giving most attention to “Familiarize yourself with Amazon’s Leadership Principles”, “Be self-critical and demonstrate how you learned from mistakes” and “Show your value”. Check each of your stories ends with a concrete result, ideally a number.
    What to skip
    Skim “Be communicative about your needs during the interview” and “Let your personality shine through”; they are general etiquette.
  3. Go deeper

    Behavioral Coaching Notes: Anthropic Philosophy and OpenAI Technical Deep Dives (opens in a new tab)

    Mastering Behavioral Interviews · Austen McDonald · 20 min · Free · checked 22 Oct 2026

    Why
    Frontier labs probe values differently from big tech: expect questions on moral trade-offs, how AI safety should work and why this lab’s stance fits yours. A coach who prepares candidates for these loops explains what a generic answer sounds like and what replaces it.
    What to read
    Read the two lab-specific notes first (“Developing a real moral philosophy” and “Leaning into optimism”), then the general points on leading with the headline and showing scope through the challenges you faced. Then read the seven principles on Anthropic’s careers page and write a three-sentence answer to “why here” that could only be about that one lab.
    What to skip
    Skip the coaching-availability note at the top and the presentation tips on front-loading stakes in the first slide unless your loop includes a project presentation.

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