Anthropic Member of Technical Staff on Leading Forward-Deployed Engineers, Turning Down 2x Pay, and Why Leaders Are Becoming ICs Again | Amandeep Khurana | E310

September 2, 2026

AI Summary

5 min read

Amandeep Khurana, a member of technical staff at Anthropic, turned down offers that would have paid two to three times more to join the frontier lab. His reasoning was not a calculation of future equity value or a bet on career trajectory. It was simpler: "My heart felt pulled in this direction, and historically I have not operated from my heart, I've operated from my mind. This time I wanted to do it differently."

The Unusual Career Path That Led to Anthropic

Khurana's career has been a series of deliberate, non-linear moves. He started as an engineer at AWS, then moved to a customer-facing role as a solutions architect at Cloudera. That experience taught him about company building by osmosis, and in 2016 he founded a startup that eventually exited to Databricks. After the exit, he joined Amazon in 2020 to help build a new line of business, intending it to be a short stint. He ended up staying five and a half years, launching four zero-to-one initiatives, two in AI.

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What you'll learn

1 (00:28) **The Talent War and Comp Packages** - Amandeep notes that top talent at frontier labs is being treated like NBA players with insane comp packages, but questions how long the talent war will last.
2 (01:04) **Introducing Amandeep Khurana** - Host Carlos sets up the guest's unusual career path: engineer at AWS, Solutions Architect at Cloudera, founder of a company that exited to Databricks, then 5.5 years at Amazon where he voluntarily gave up management in 2023 to become an IC again.
3 (02:38) **Early Career: From AWS to Cloudera to Founding** - Amandeep describes his journey from a typical engineering job at AWS, where he found hands-on work wasn't enough, to a solutions architect role at Cloudera where he loved customer-facing work.
4 (04:19) **Joining Amazon and Doing Four Zero-to-One Initiatives** - A friend at Amazon recruited him in 2020, and he spent 5.5 years building things from scratch, including two initiatives in the AI space.
5 (06:38) **Why He Chose the IC Path at Amazon** - Amandeep explains he picked the IC opportunity over management because he wanted to learn the domain deeply and couldn't do that while spending large chunks of time on org management.
6 (07:16) **The Anthropic Offer: IC vs. Leader** - After resigning from Amazon to build a company, he received an offer from Anthropic and asked to be an IC forward-deployed engineer, but the hiring manager refused and insisted he lead a team.
7 (08:00) **What Forward-Deployed Engineering Really Means at Anthropic** - Amandeep clarifies that Anthropic formalized its FDE function recently; he manages a pod working on external and internal initiatives to bring AI into the world safely.

+ Full timestamped outline available in the app

Show Notes

What do you do after you've founded a company, sold it to Databricks, and could coast? Amandeep Khurana went back to being hands-on. In this episode of The Product Podcast, Carlos Gonzalez de Villaumbrosia (CEO at Product School) talks with Amandeep Khurana, now on Anthropic's go-to-market team, about a career built on deliberately choosing the harder path.

Amandeep traces the whole arc: training as an engineer, moving to the Valley to go customer-facing at Cloudera, catching the company-building bug "by osmosis," and founding Okera in 2016, which eventually exited to Databricks. He talks about what he learned in the ups and downs of running a startup, why he later joined AWS as a founding PM (on Kiro) to run four zero-to-one initiatives instead of taking a comfortable management track, and how he thinks about the two fundamental jobs in any company: building a product and selling a product. He and Carlos dig into the tension between being a hands-on builder and being a manager, how to decide which domains are worth jumping into when you know nothing, and why he joined Anthropic to work on bringing AI safely to enterprises. It's a candid conversation about career design, first-principles decision-making, and staying close to the work.

What you'll learn:
- Why Amandeep repeatedly chooses the "harder path," and how first-principles thinking drives his career decisions
- What founding and exiting Okera (to Databricks) actually taught him about company building
- Why he went back to hands-on building instead of a pure management track
- How to think about the two core jobs in any company: building the product and selling it
- How to decide whether to jump into a domain you know nothing about
- What running four zero-to-one initiatives inside a big company teaches you
- Why he moved into GTM and enterprise AI adoption at Anthropic
- How to stay hands-on as your career pulls you toward management

Connect with Amandeep Khurana:
Anthropic (GTM / Enterprise); previously co-founder and CEO of Okera, founding PM for Kiro at AWS
LinkedIn: https://www.linkedin.com/in/amansk/

Host: Carlos Gonzalez de Villaumbrosia, CEO at Product School
LinkedIn: https://www.linkedin.com/in/villaumbrosia/

About the Product Podcast: Product School's podcast brings you candid conversations with the founders and product leaders shaping tech.

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