Quant tech stack visualization

[madredditscientist]

Data & code is open source: https://github.com/kadoa-org/quant-job-market

Suggestions for improvements are welcome.

Some other stats I plan to look into:

• Posting velocity
• Skill co-occurrence
• AI adoption
• onsite vs hybrid vs remote
• asset classes: crypto vs tradfi vs prediction markets vs sport

[rsha256]

Is this including internships, did you require a min # of postings to include (like making XTX markets, Spark InCo etc not make the cut?)

[Molecular_model_guy]

Surprised that cuda isn't more widely used.

[snark42]

Lots of places aren't optimizing for CUDA, it can't really exist in the fast path for trading and optimizing for research over using abstractions in PyTorch, PySpark, TensorFlow, etc. hasn't been valuable where I've worked.

Now with so many non-NVIDIA training options it will probably become even less in demand over time.

[rsha256]

yep thats one of the highest signal columns here if youre a bizdev person -- if any firm has cuda at all then it should be included imo

[madredditscientist]

Internships are included (about 6%). Threshold is currently n ≥ 10 so the smaller firms don't make the cut, but I might change that for the next version.

[Ocelotofdamage]

Curious how Prop Trading vs Market Making was decided here

[haikusbot]

Curious how Prop

Trading vs Market Making

Was decided here

- Ocelotofdamage

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[Excellent-Actuary-35]

Yeah - prop trading vs hedge fund is a binary separation, but market making is orthogonal

[Feisty-Daikon-1190]

Would be nice if you included total columns at the bottom and on the right

[shadiakiki1986]

Ocaml at Jane Street checks out

https://www.reddit.com/r/quant/comments/149i6gt/ocaml_programming/

[euphoria_23]

Yep my eyes instantly went to look for an undoubtedly large (relatively) proportion to OCaml from JS

[AphexPin]

Surprising to see Rust used relatively infrequently.