How To Extract Your Career Highlights So You Never Stumble in an Engineering Manager Interview Again

In this post, I'm going to show you how to pull out the 2–3 career highlights that become the foundation of your entire job search — your 30-second intro, your behavioral answers, your LinkedIn profile, even the filter you use to decide which roles deserve your time.

This is the single most valuable exercise I know for engineering managers preparing for interviews. It takes 30–45 minutes, costs nothing, and you'll use the output in literally every other step of your prep. Your intro? Built from this. Behavioral questions? Answered from this. Public profile? Shaped by this. Role targeting? Clarified by this. One exercise, everything else flows from it.

Unfortunately, almost nobody does it. Most EMs jump straight into applying — blasting out resumes, cramming system design, rehearsing generic answers — and then completely freeze when an interviewer asks the easiest question in the world: "Tell me about yourself."

They think they already know their story

That's the number one reason people skip this. They've lived their career, so obviously they know what they've done, right? Wrong. There's a massive gap between vaguely knowing you've accomplished things and being able to articulate those things clearly, concisely, and compellingly while someone is evaluating you. That gap is where interviews are won and lost.

Here are the other reasons EMs struggle with this:

• They recite their resume instead of telling a story. A resume lists what you did. A story explains why it mattered, what almost went sideways, and what you took away from it. Interviewers don't want a chronological tour of your LinkedIn — they want to understand how you think and operate.
• They try to prepare thirty behavioral answers simultaneously. That's backwards. You don't need thirty answers. You need two or three deeply honest stories. The answers to almost every behavioral question are hiding inside those stories if you've done the extraction work.
• They overthink what the interviewer "wants to hear." I've been on both sides of this table hundreds of times. I can tell you with certainty that authenticity beats performance every single time. The candidate who tells a real, specific, slightly messy story about something they actually did will always land better than the one delivering a polished-sounding answer they reverse-engineered from a blog post.
• They don't realize this one exercise feeds everything. Your highlights aren't just interview prep. They're the raw material for your intro, your profile, your networking pitch, and your ability to evaluate whether a role is actually right for you. Skip this step and you're building everything else on nothing.

Here's the good news: this is fixable in one sitting. I'm going to walk you through exactly how to do it.

Here's how, step by step:

Step 1: Open a blank file and answer one question

This matters more than anything else in your prep because without raw material, everything downstream is guesswork. Your intro becomes generic. Your behavioral answers become vague. Your profile becomes forgettable.

Open whatever has the least friction — a text file, Google Doc, Notes app, whatever. Set a timer for 30 minutes. And answer this:

"What's the single coolest thing I've accomplished in my career?"

Don't think about it. Just start writing. Or better yet, talking — I use speech-to-text software like SuperWhisper because it removes the friction of typing entirely. You just talk through your thoughts and it captures everything. Messy is fine. Messy is the point.

Don't format anything. Don't fix grammar. Don't capitalize if you don't feel like it — I used to work with a Senior VP of UX at Google who never capitalized a single thing in any of his messages. Emails, docs, chat, nothing. Total power move. Nobody ever said a word about it. Point is: polish comes later. Right now you're mining, not crafting.

As you write, try to touch on these somewhere in the mess:

• What made you excited about this in the first place? Why did you care?
• What felt rewarding when you were done?
• What was genuinely hard — time, politics, technical debt, people problems?
• What would you do differently if you could rewind? (this is the one that separates good interview answers from great ones, by the way)
• What skills did you actually need to pull it off?
• What was the business impact? Revenue, users, velocity, cost savings — get specific, put a number on it if you can

And here's the thing nobody tells you: it doesn't have to be about management. Maybe your best story is a technical project from before you became a manager. Maybe it's about navigating a reorg that had nothing to do with code. Maybe it's building a team from scratch in a city where your company had no presence. Whatever hits you first is usually right.

AI can help you clean it up later — condense it, restructure it, tighten the language. But the raw material has to come from you. That's the part no tool can fake.

Step 2: Do it two more times with different accomplishments

Here's where most people mess up: they do this once and think they're done. One story isn't enough. You need at least two or three because they'll map to different interview questions, and more importantly, the patterns across them reveal what actually makes you distinctive as a leader.

Take a break after your first one. Walk around. Come back and do the exact same exercise with a different accomplishment. Then one more. You can bang out all three in a 90-minute session or spread it across a few days — whatever works.

The mistake to avoid: don't pick three stories that are basically the same thing wearing different outfits. If your first story is about shipping under a brutal deadline, your second one shouldn't be another "we shipped under pressure" narrative. Pick stories that show different facets — people leadership in one, technical judgment in another, navigating organizational ambiguity in a third. Range is what makes you interesting in interviews.

When you're done, you should have two or three messy, raw drafts. They don't need to be pretty. They need to be honest and specific enough that if you showed one to another engineering manager, they'd quickly get what you did, why it was hard, and why it mattered.

Step 3: Look at what your highlights reveal about your ideal role

Here's where this exercise pays off way beyond interview prep.

Read back through your drafts. What themes keep showing up? What kind of problems actually energized you? What do you want more of? These patterns are essentially a map of where your career should go next — not based on job titles or company logos, but based on what makes you come alive at work.

This is incredibly practical because it means you can stop applying to every EM role that pops up and start sorting opportunities into two buckets:

• Potential fits — roles that look reasonable enough to deserve 5–10 minutes of a thoughtful application. You don't go deep, but they're worth throwing your hat in.
• Ideal targets — roles that line up with your highlights and what excites you. These get 15–20 minutes of real research: the company, the JD, the team, the product, the hiring manager's background on LinkedIn. You tailor your application. You prep specifically for them.

That filter will save you dozens of hours over a job search. And when you land an interview at an ideal target, you'll be ten times sharper because you actually know why you want that role specifically — and that conviction is something interviewers pick up on immediately.

All three steps ladder up to this: you now have everything you need to build a 30-second intro that makes people want to hear more, a library of stories that cover the most common behavioral questions, clarity on which roles to chase and which to skip, and the foundation for a public profile (LinkedIn, personal site, GitHub) that tells a coherent story about who you are and what you do.

That's the power of one exercise. Everything in your job search starts here.

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What's next

This is the first post in the EM++ Interview Prep series. Coming up:

• Honing your 30-second intro — taking your raw highlights and distilling them into an introduction that hooks people immediately
• Key stories for behavioral interviews — the 3–5 most commonly asked BI questions and how your highlights map to them
• Optimizing your public profile — turning this same material into a LinkedIn, GitHub, and personal site that clearly communicates who you are
• Playing the long game — creating content and products in your free time that generate inbound career attention permanently

None of that works without the raw material. And the raw material starts with this exercise.

Open a text file. Set a timer. Answer the question:

What's the single coolest thing you've accomplished?

Don't think. Just write.