Career Advice About OpenAI

Has anyone interviewed there before and can share their experience/tips? I'm interviewing for a full-stack role. There is a code refactoring round which is new to me.

Breakout startups are basically startups that have found product-market-fit and are growing at an incredible pace. So think of the OpenAIs and Databricks of the world. Back in the day these would've been baby Google and baby Facebook. Here's a link for more examples:

Sam Altman, Dustin Moskovitz and a few others strongly suggest people in any stage of their career to join these startups.

I revisited Taro's course on picking a company, and there doesn't seem to be much info on them. The course does talk about startups but I feel that startups have so many stages that it's hard to make generalizations across them.

From my understanding, it seems like breakout startups are a great place to join:

Pros

1. You get incredible career growth since you're a part of a rapidly growing company
2. TC is usually pretty competitive with FAANG (with a caveat)
3. These startups usually have very strong engineering culture and network, with most people being Ex-FAANG

Cons:

1. Work life balance seems to be worse than big tech on average since there's so much stuff to do (like 20-30% worse on average?)
2. The equity portion of your TC is still paper money, so there's a chance the IPO flops and your TC basically halves
3. Brand name is not may not be as good as big tech, though this is heavily dependent on the company (like you'd definitely interview someone from OpenAI, but I doubt many have heard of Helion). A question I have is how big is the difference in the brand value between your average breakout startup and a big tech? Is it negligible?

The Taro course suggests new grads to pick big tech. Funnily enough Sam Altman laments that someone picked big tech over a breakout startup. I'm not saying that these two pieces of advice are contradictory, but what factors should you consider if you're deciding between big tech and breakout startups?

Just released from OpenAI:

A few observations:

• I love how natural the voice sounds, almost playful
• Incredible that the model is able to take in audio and visual inputs
• Feels like we're getting closer to an AI-companion

Looking to get back into Individual Contributor role. I have experience with Java and full-stack dev .. Have learnt the basics of AIML..

Looking for a learning plan/showcase project to learn and demonstrate practical ML Engineering skills