logo
episode-header-image
May 28
1h 9m

From Software Engineer to AI Engineer – ...

Gergely Orosz
About this episode

Supported by Our Partners

•⁠ Statsig The unified platform for flags, analytics, experiments, and more.

•⁠ Sinch — Connect with customers at every step of their journey.

•⁠ Cortex — Your Portal to Engineering Excellence.

What does it take to land a job as an AI Engineer—and thrive in the role?

In this episode of Pragmatic Engineer, I’m joined by Janvi Kalra, currently an AI Engineer at OpenAI. Janvi shares how she broke into tech with internships at top companies, landed a full-time software engineering role at Coda, and later taught herself the skills to move into AI Engineering: by things like building projects in her free time, joining hackathons, and ultimately proving herself and earning a spot on Coda’s first AI Engineering team.

In our conversation, we dive into the world of AI Engineering and discuss three types of AI companies, how to assess them based on profitability and growth, and practical advice for landing your dream job in the field.

We also discuss the following: 

• How Janvi landed internships at Google and Microsoft, and her tips for interview prepping

• A framework for evaluating AI startups

• An overview of what an AI Engineer does

• A mini curriculum for self-learning AI: practical tools that worked for Janvi

• The Coda project that impressed CEO Shishir Mehrotra and sparked Coda Brain

• Janvi’s role at OpenAI and how the safety team shapes responsible AI

• How OpenAI blends startup speed with big tech scale

• Why AI Engineers must be ready to scrap their work and start over

• Why today’s engineers need to be product-minded, design-aware, full-stack, and focused on driving business outcomes

• And much more!

Timestamps

(00:00) Intro

(02:31) How Janvi got her internships at Google and Microsoft

(03:35) How Janvi prepared for her coding interviews 

(07:11) Janvi’s experience interning at Google

(08:59) What Janvi worked on at Microsoft 

(11:35) Why Janvi chose to work for a startup after college

(15:00) How Janvi picked Coda 

(16:58) Janvi’s criteria for picking a startup now 

(18:20) How Janvi evaluates ‘customer obsession’ 

(19:12) Fast—an example of the downside of not doing due diligence

(21:38) How Janvi made the jump to Coda’s AI team

(25:48) What an AI Engineer does 

(27:30) How Janvi developed her AI Engineering skills through hackathons

(30:34) Janvi’s favorite AI project at Coda: Workspace Q&A 

(37:40) Learnings from interviewing at 46 companies

(40:44) Why Janvi decided to get experience working for a model company 

(43:17) Questions Janvi asks to determine growth and profitability

(45:28) How Janvi got an offer at OpenAI, and an overview of the interview process

(49:08) What Janvi does at OpenAI 

(51:01) What makes OpenAI unique 

(52:30) The shipping process at OpenAI

(55:41) Surprising learnings from AI Engineering 

(57:50) How AI might impact new graduates 

(1:02:19) The impact of AI tools on coding—what is changing, and what remains the same

(1:07:51) Rapid fire round

The Pragmatic Engineer deepdives relevant for this episode:

•⁠ AI Engineering in the real world

•⁠ The AI Engineering stack

•⁠ Building, launching, and scaling ChatGPT Images

See the transcript and other references from the episode at ⁠⁠https://newsletter.pragmaticengineer.com/podcast⁠⁠

Production and marketing by ⁠⁠⁠⁠⁠⁠⁠⁠https://penname.co/⁠⁠⁠⁠⁠⁠⁠⁠. For inquiries about sponsoring the podcast, email podcast@pragmaticengineer.com.



Get full access to The Pragmatic Engineer at newsletter.pragmaticengineer.com/subscribe
Up next
Aug 6
The state of VC within software and AI startups – with Peter Walker
Brought to You By:•⁠ WorkOS — The modern identity platform for B2B SaaS.•⁠ Statsig ⁠ — ⁠ The unified platform for flags, analytics, experiments, and more.• Sonar — Code quality and code security for ALL code.—In this episode of The Pragmatic Engineer, I sit down with Peter Walker ... Show More
1h 19m
Jul 23
Measuring the impact of AI on software engineering – with Laura Tacho
Supported by Our Partners•⁠ Statsig ⁠ — ⁠ The unified platform for flags, analytics, experiments, and more.• Graphite — The AI developer productivity platform.—There’s no shortage of bold claims about AI and developer productivity, but how do you separate signal from noise?In thi ... Show More
1h 11m
Jul 16
Amazon, Google and Vibe Coding with Steve Yegge
Supported by Our Partners•⁠ WorkOS — The modern identity platform for B2B SaaS.•⁠ Statsig ⁠ — ⁠ The unified platform for flags, analytics, experiments, and more.•⁠ Sonar — Code quality and code security for ALL code.—Steve Yegge⁠ is known for his writing and “rants”, including th ... Show More
1h 33m
Recommended Episodes
Aug 2024
Venture returns, recovering startups, and VC conflicts | E1995
This Week in Startups is brought to you by… Coda. Coda empowers your startup by bringing words, tables, and teams together. Strategize, plan, and track goals effectively with all your valuable data in one place. Go to https://www.Coda.io/twist to get started for FREE and get 6 fr ... Show More
1h 27m
May 2024
#207 Data Driven Venture Capital with Andre Retterath, Partner at Earlybird VC
As we close out our focus on how the venture capital industry identifies and decides which future companies to fund, it might be easy to fall into the trap of thinking that the latest methods for discovering future unicorns are ubiquitous among all VCs. However, many VCs still wo ... Show More
52m 25s
Jul 2024
Five levels of AI, venture's recovery & the hottest construction startups | E1979
This Week in Startups is brought to you by… Vanta. Compliance and security shouldn't be a deal-breaker for startups to win new business. Vanta makes it easy for companies to get a SOC 2 report fast. TWiST listeners can get $1,000 off for a limited time at http://www.vanta.com ... Show More
1h 24m
Dec 2022
The keys to framing a winning investor pitch
It wasn’t very long ago that venture capital was so free-flowing it seemed as if any entrepreneur with a half-decent idea could raise an initial round of financing. Those halcyon days are clearly now past us, with inflation, rising interest rates, and slowing economic growth (or ... Show More
31m 47s
Sep 2024
Career Progression at Startups - Caution: NOT How Big Companies Do It (Edu)
One of the toughest challenges in early-stage startups is managing employee career development. Unlike big corporations, startups thrive on chaos, ownership, and self-driven growth, meaning traditional professional development programs often fall flat.  In this episode, Chris Saa ... Show More
53m 11s
Dec 2024
Investing & Fundraising - The Truth About VC w/ Nick Crocker (Replay)
How much value do VCs truly bring beyond their capital? And what makes the difference between a supportive partnership and a dysfunctional founder-investor relationship? In this episode, Chris Saad and Yaniv Bernstein welcome Nick Crocker, General Partner at Blackbird Ventures, t ... Show More
54m 38s
Oct 2024
20VC: The Truth About Multi-Stage Firms; Why Portfolio Services are for VCs not Founders | Why Politics is Rife & Decision-Making is Broken in Large VCs | Why Reserves are Bad for Founders & How Bouti
Mark Goldberg is a Managing Partner and Co-Founder at Chemistry, a $350M fund announced just yesterday with the mission to lead the best seed and Series A rounds. Before Chemistry, Mark was a Partner at Index Ventures, where he led early stage investments in Plaid, Bridge, Pilot, ... Show More
56m 21s
Jun 16
Apps Are Obsolete: How Startups Can Leverage the New Era of AI Agents (Spotlight)
What if your next startup competitor doesn’t have a single employee?AI agents aren’t just another software trend — they’re redefining the interface between humans, data, and execution, yet many founders still confuse basic chatbots with the true potential of these agents.In this ... Show More
46m 43s
Dec 2023
THE BIGGEST STARTUP OPPORTUNITIES IN 2024 BY LEAN STARTUP GUY ERIC RIES
Greg interviews Eric Ries, author of "The Lean Startup" and founder of The Long Term Stock Exchange.They talk about how to test business ideas, why businesses with a social mission will outperform, and opportunities in AI.►►Subscribe to Greg's weekly newsletter for insights on co ... Show More
46m 41s