Based on talent, hiring bar, quality of engineers (I.e. specialized masters or PhD qualifications), and ml, deep learning work done. Goat: OpenAI, NVIDIA, Anthropic. Superior: Google (research scientist role, thanks to tensorflow but barely superior), Meta (research scientist role, thanks to pytorch but barely superior), Microsoft Research, Tesla Autopilot Research Good: Hugging Face, Twitter, Cohere, Microsoft, Adept, Scale AI, TikTok OK: Adobe, AI foundation, Stability AI, Databricks, Cruise (bad management), Uber, Netflix, Nuro, Aurora, Zoox (toxic management), Apple (Siri, lagging behind) Bad: Amazon (politics and bad HR requirements, otherwise alright), Applied Intuition (bad leadership) Poor (i.e. low bar, not real ML, and hire bachelors (no masters, no PhD) as MLE): Roblox, Salesforce, LinkedIn, Snapchat, Capital One, Meta MLE (glorified ML application, deployment swe) - comment company below - š About me: worked in ML space for several years, ex google brain scientist, meta TC: 400k yoe: 6-7 #engineering #software #machinelearning #ai #tier Metamates, it's advisable to do masters or PhD research scientist - not Meta MLE which allows bachelor's candidates as it is a glorified ML application engineer role. Read www.teamblind.com/us/s/B1OdeO1h
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Twitter has good ML talent? You should see the absolute beasts at places like HRT or JS
Adobe?!
They've got legitimately useful tools if you use Photoshop or other image/video software.
what salty said
Why is Nvidia the goat? They just make GPUs
Stability AI? Civit AI? HuggingFace?
good mentions
Stability AI is weird. They are strong because of really hard working people but the politics is also getting really bad. The ml engineering is really just falling on the shoulder of a few super talented engineers and others are fighting over shit
Congrats on adobe
Adobe sensei, not affiliated with them
Where can I get an overview of how ML works, btw? I'm a GPU specialist, so I missed the whole rise of ML
get some sleep Rajesh If Adobe is on the list then we are too, we use AI in experimental in avionic systems, self-healing materials, and spacecraft
what's the hate with adobe? I don't use them but they have good use cases.
OP where do you work now?
Twitter?!?
yes prior to Elon
Wtf is twitter?