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How Engineers Break Into The Top 1% | Michael Novati

2025-12-08 Science & Technology
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A Life Engineered
A Life Engineered
197.0k subscribers

Secrets to Scaling Engineering Careers and Navigating the AI Shift

Discover the hidden friction points preventing engineers from reaching E7/Principal levels and learn how generative AI is rewriting the rules for identifying developer competence and taste.

Short Summary

  • The jump from E6 to E7 at Meta requires influence beyond sheer coding output, a transition few successfully make.
  • AI tools are challenging the value of high-volume coding ("Code Machine" status) by democratizing output speed.
  • Developing "taste and judgment" through real-world failures and practical experience remains critical, even as LLMs mature.
  • Traditional interview formats are evolving to incorporate AI tools, demanding testable fluency rather than rote memorization.
  • Top-tier, highly compensated engineers often maintain low public visibility because companies actively protect them.

This discussion unpacks the complex transition from technical dominance to broad influence required for top corporate roles, contextualizing these challenges against the rapid emergence of AI in software development and hiring.

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Description

Get 6 months free of Linear Business (3 seats) to celebrate our partnership 👉🏻 Redeem at: https://linear.app/ale 🚀🚀🚀 Work directly with Steve to get a high performance review and your next tech promotion in a year, guaranteed! Get the Black Friday offer here: http://go.alifeengineered.com/?utm_source=yt&utm_medium=lf&utm_campaign=s2p-nr&utm_content=michael_novati-sponsored Guest Links: https://www.linkedin.com/in/michaelnovati/ https://formation.dev/ For the extended conversation, become a member to this channel or join my Substack: https://open.substack.com/pub/alifeengineered/p/how-engineers-break-into-the-top?r=2tt9s7&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true 00:00:00 - From Intern to E7 in Six Years 00:02:33 - Does the Code Machine Scale? 00:09:11 - Why Michael Left Meta 00:14:53 - AI and the Future of Code Machines 00:23:49 - How Junior Developers Build Taste 00:33:34 - Why Senior Judgment Can't Be Captured 00:38:00 - The Current Interview Process 00:49:18 - Meta's AI Interview Experiment 00:53:32 - Why Top Engineers Aren't on LinkedIn 01:00:27 - Vibe Coding Million Dollar Startups 01:04:48 - Where Does Developer Efficiency Actually Go? 01:06:23 - Will Formation Survive AI?

Top Comments (10)

@rkal17 2025-12-09

Seemed like a great interview at first! But then I googled this guy and the second link was about Reddit/Codesmith drama. Why this wasn't addressed at all? Now the video lacks objectivity.

42 3 replies
@JakeJJKs 2025-12-08

Will he bring up codesmith? lool

32
@djbutterchicken 2025-12-08

Whats the timestamp for the clickbait intro?

28 2 replies
@hakuchu 2025-12-08

This egg can talk!

10 1 replies
@bradw2k 2025-12-09

Good interview, Steve!

3
@neels-u2e 2025-12-08

E7 is Senior Staff, how it is Principal?

2 1 replies
@KS-df1cp 2025-12-09

Hey at 19.00 the question you asked about judgement!! <3 Awesome. I always feel that I am shipping more with AI yup, but am I actually learning? What if this breaks? what if there is security attack or some issue. Thanks for bringing that up.

2
@zachleach829 2025-12-12

Hey just commenting to point out typo in your YouTube profile description second paragraph "who who". Love the content

1
@ALifeEngineered 2025-12-08

Get 6 months free of Linear Business (3 seats) to celebrate our partnership 👉🏻 Redeem at: https://linear.app/ale

0
@bobbycrosby9765 2025-12-11

I think the payscale problem with teachers at boot camps shows a big blind spot. When your ecosystem is silicon valley, yeah, you gotta pay a lot. But over the years I've branched out and there's very good seniors making low 6 figures. One of the better ones I know makes around $150k total comp at a car company.

0

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