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Interview Prep
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Being an interviewer is an exercise in bringing order to chaos: assessing you for the position, taking notes to represent you to the hiring committee, staying within legal and corporate guidelines, and convincing you that their group is the one you want to work for, all at the same time. The script they follow isn't a sign of disinterest or lack of preparation; it's what keeps all of those objectives on track. Knowing their process lets you answer in a way that showcases your Leadership, Business, Interpersonal, and Technical (LBIT) capabilities, covering all four before you're even asked.
Resumes is about the document that gets you into the room. This page is about the room itself — understanding what the person across the table is doing, and using that understanding to walk in prepared instead of just hopeful.
I've sat on both sides of this table over the years — as a nervous candidate, and later as a Group Lead helping decide who my own team extended offers to. What follows is what that second seat taught me about the first one.
Assume going in that your interviewer has prepared a script or checklist, even if it never comes out on paper in front of you. That's not a formality — it's doing real work for both of you.
- It keeps them from missing anything. A script ensures they cover every area they intended to, and don't inadvertently skip one in the heat of the moment. And believe it or not, they're nervous too — they're trying to simultaneously assess you, take thorough notes to represent you accurately in the hiring committee's review afterward, and make you feel like you'd genuinely like working there if an offer gets made. That's a lot to juggle in real time, and a script is how they keep from dropping something.
- It keeps the process legally compliant and fair to every candidate. Preparing a script side-by-side with a list of what should and shouldn't be asked is straightforward to do, and it's what keeps legally questionable questions from ever surfacing in the interview. Without a script, there's real risk of a forbidden question slipping out on the fly, however well-intentioned the interviewer is. Parts of the script may be set by corporate policy for exactly this reason — institutionalizing fairness so every interviewer clearly knows what's required, backed by corporate training on the recruiting process itself.
- It's tailored to the role, not generic. Not every opening has the same functional requirements, so scripts generally follow an overall framework but get customized with questions specific to the role being filled. Your interviewer has to revisit and re-tailor that script each time to insert the right functional context — scripts for different roles are rarely carbon copies of each other, even at the same company.
None of this should feel adversarial. If anything, it's reassuring: the structure exists to make sure you get a fair, complete shot, not to trip you up.
Know who's on your panel ahead of time? See Connecting With Your Interview Team for researching them and preparing questions specific to each.
How you already structured your resume shapes what gets probed here — see Resumes for writing bullets that already hit more than one dimension. But the resume only ever gets you so far; every role or activity on it is still a potential lead-in for follow-up questions once you're in the room:
- What did you actually do in that role?
- What value did you bring?
- Can you give an example of a challenge you faced, and how you dealt with it?
- Did you help any teammates with challenges they were facing, and how?
A skilled interviewer can cover all four Leadership, Business, Interpersonal, and Technical (LBIT) dimensions just by asking a few well-chosen probing questions about a single role. Here's what that looks like in practice:
Interviewer: What did you do in the role?
You (likely Technical response): "I automated a daily analysis that was being run by hand."Interviewer: What was the motivation for automating it?
You (likely Business response): "The analysis was a complex, resource-intensive task being done by hand daily, and it was prone to mistakes. Automating it freed up about five hours a week for other priorities and eliminated the errors."Interviewer: Who did you work with on this effort?
You (likely Interpersonal response): "I worked with a software developer and a system engineer to hook the manual program into the site's automation system so it ran on its own. I developed and led training during the tool's company-wide rollout and wrote the handover playbook to guide the next person in my role. I asked a teammate to peer-review the materials to ensure there were no gaps."
Notice every answer is about what you did. Credit the team, but if your answers keep coming back to "we," expect the interviewer to redirect you. See There Is an "I" in "TEAM".
By your third response in the exchange above, the interviewer may already have decided the Leadership dimension came through — how you initiated, owned, networked, and drove the effort — and move on to the next topic without ever asking about it directly. Or your answers may simply have piqued the interviewer's interest enough that they want to know more, purely because it sounds like a job worth doing.
The strategy worth internalizing: when you're asked about a role, cover all four LBIT dimensions yourself rather than waiting to be walked through them one probe at a time. This isn't something you can reliably do cold in the actual interview. Practicing it in a mock interview with classmates is what makes it feel natural instead of scripted when it counts. They don't need any special training to run one for you — they just need to know the four LBIT dimensions, and keep asking probing questions until you've touched all four. See Mock Interview Practice for how to actually run one, framed as a game rather than a vague suggestion to "practice sometime."
The script from the first section above isn't just written once and handed out cold — teaching someone to actually run one is itself a mentored skill, and doing it well is a small, self-contained example of succession planning in action.
When I was a Group Lead preparing for my first interviewer role, I didn't just get handed a script and told to go run it. I took the corporate interviewer training course first — the same training already mentioned above that covers the basics as well as the legal-compliance and fairness requirements. That training exists to keep the process uniformly institutionalized across the company, rather than leaving it to purely mentor-to-mentor handoff. Hand-me-down alone, with no common anchor underneath it, drifts — a few generations of "here's roughly how I do it" and you no longer have one company's interview process, you have as many slightly different versions of it as there are mentoring chains. The training sets the uniform floor everyone stands on; the shadowing that came next is what actually taught me the craft and judgment to apply it well.
Only after the training did I shadow a more experienced Principal Engineer conducting an interview, and he had me ask a few questions from his own script. He walked me through how he'd built it and what it actually needed to do — not just the questions themselves, but the reasoning behind them.
On the next interview, I took the lead myself, with him shadowing me — ready to jump in if I got stuck or missed something. After leading a couple more with him there as a guardrail, I was ready to run them solo.
Years later, once I'd become a Principal Engineer myself, I found myself on the other side of that same progression — the mentor and the guardrail for the next generation of group leads getting onboarded as interviewers. Someday, they'll do the same for whoever comes after them.
It's the shadow → co-lead → solo → mentor pattern behind most of the mentoring on Mentoring Integration with Stage Development — and the same kind of deliberate handoff Dread Pirate Roberts Succession Plan is really about: the skill, and the reputation for doing it well, only outlives any one person's tenure because someone made a point of transferring it before stepping back.
That's worth knowing as a candidate, too, not just as a future interviewer: the person across the table from you may be running one of their first solo interviews. They are going to be nervous too, and working from a script helps keep their nerves in check — it's hard to go blank with a script in hand.
Related: The Job Hunt · Resumes · LinkedIn · Mock Interview Practice · Communication & Marketing · Bottom Line Up Front · Setting and Accomplishing Development Goals · Mentoring Integration with Stage Development · Dread Pirate Roberts Succession Plan
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