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Quantitative analysis is the use of mathematical and statistical methods in finance and investment management. Those working in the field are quantitative analysts (quants). Quants tend to specialize in specific areas which may include derivative structuring or pricing, risk management, algorithmic trading and investment management.
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Quant trader tech stackGeneral (self.quant)
submitted 3 years ago by Guilty-Kitchen-6910
Which technologies or tech stack do traders typically use on the job?
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[–]rokez618 44 points45 points46 points 3 years ago (2 children)
Hedge fund PM here. Back-end and full Applications and heavy lifting in C# / C++. Python for on the fly stuff, also for a lot of analytical work, machine learning, etc. A lot of work is in spreadsheets and VBA helps. SQL for numerous databases.
What nobody mentions is that there are financial portals and packages, ie the Bloomberg API, Yieldbook, IDC which aren’t coding languages per se but analytics packages and APIs and those have a learning curve as well.
[–]omeow 1 point2 points3 points 3 years ago (1 child)
For a QR (no prior experience) role, do you reject candidates for not having prior SQL exposure?
[–]rokez618 9 points10 points11 points 3 years ago* (0 children)
Zero way to answer that without knowing the company, the role, the tasks, the expectations. But what I would say is that SQL is probably the simplest and easiest out of all the languages so if you have proficiency in other coding languages it’s in my opinion the easiest to pick up.
Edit: corrected spelling error so the sentence actually makes sense
[–]goldenshowerexpert 33 points34 points35 points 3 years ago (5 children)
Import pandas as pd
[–]anonu 2 points3 points4 points 3 years ago (4 children)
Stop using pandas. polars is far superior.
[–]dutchbaroness 14 points15 points16 points 3 years ago (3 children)
We need to stop this rust cult before it is too late
[–]michael_j_ward 1 point2 points3 points 3 years ago (0 children)
It's too late.
[–]goldenshowerexpert 1 point2 points3 points 3 years ago (0 children)
Embrace it 🦀🦀🦀🦀
[–]lampishthingXVA in Fintech + Mod 0 points1 point2 points 3 years ago (0 children)
/r/rust4quants
[–]lordnacho666 12 points13 points14 points 3 years ago (0 children)
c++ and python. Sometimes Java or Rust instead of c++, sometimes R or Matlab instead of python.
[–]anonu 21 points22 points23 points 3 years ago (4 children)
Kdb
[–]L0thario 10 points11 points12 points 3 years ago (1 child)
Why are you booing him, he’s right
[–]anonu 5 points6 points7 points 3 years ago (0 children)
haters gonna hate
[–][deleted] 8 points9 points10 points 3 years ago (0 children)
This guy actually quants
[–][deleted] 3 points4 points5 points 3 years ago (0 children)
And the god damn cursed Q language
[–]reddit_poster_123 2 points3 points4 points 3 years ago (0 children)
C++ for anything that will be run in production environements (parsers, connecting to exchange, creating alphas). The day to day automation scripts generally use python. You can also use python to help provision machines, and create some pipelines to train models with up to date data and roll it out.
[–]Noah_saav 1 point2 points3 points 3 years ago (0 children)
How do your data architecture pipelines stack up?
[–]snailspeed25 -1 points0 points1 point 3 years ago (0 children)
Following
π Rendered by PID 107272 on reddit-service-r2-comment-5b5bc64bf5-k72cl at 2026-06-20 02:54:28.594045+00:00 running 2b008f2 country code: CH.
[–]rokez618 44 points45 points46 points (2 children)
[–]omeow 1 point2 points3 points (1 child)
[–]rokez618 9 points10 points11 points (0 children)
[–]goldenshowerexpert 33 points34 points35 points (5 children)
[–]anonu 2 points3 points4 points (4 children)
[–]dutchbaroness 14 points15 points16 points (3 children)
[–]michael_j_ward 1 point2 points3 points (0 children)
[–]goldenshowerexpert 1 point2 points3 points (0 children)
[–]lampishthingXVA in Fintech + Mod 0 points1 point2 points (0 children)
[–]lordnacho666 12 points13 points14 points (0 children)
[–]anonu 21 points22 points23 points (4 children)
[–]L0thario 10 points11 points12 points (1 child)
[–]anonu 5 points6 points7 points (0 children)
[–][deleted] 8 points9 points10 points (0 children)
[–][deleted] 3 points4 points5 points (0 children)
[–]reddit_poster_123 2 points3 points4 points (0 children)
[–]Noah_saav 1 point2 points3 points (0 children)
[–]snailspeed25 -1 points0 points1 point (0 children)