Most Quanty/Techy group in S&T

For a friend:

I have been writing risk software at a BB for the past few years. I have not been inventing new models, but have just been implementing regulatory requirements in our risk software.

I've written code in everything: C/C++, MATLAB, R, Python, and VBA. I have expert level knowledge of C++ including Boost, STL, and template metaprogramming.

I feel like I am in a pretty good place for a career change, and will be finishing my masters in mathematical finance this year.

I have two questions:
1) Are there any S&T groups that would value my IT/Risk experience in trader position?

2) I am working on two papers that might result in publications. One puts forth a new method for dealing with non-stationarity in covariance estimation and the other describes a tradable arbitrage model with good out of sample predictions. Would putting these papers on arXiv or SSRN make me more attractive to S&T groups?

3 Comments
 

Are you set on S&T? Maybe consider looking at the buy-side/prop shops to leverage those skills more as a developer. That said, if your BB has any algo trading groups, maybe they'd be a good fit also; although if it's only execution algos, your risk experience wouldn't be very useful.

Yes, getting your paper published or on those repositories can only help you.

 
Best Response
smalltimemonkey

For a friend:

I have been writing risk software at a BB for the past few years. I have not been inventing new models, but have just been implementing regulatory requirements in our risk software.

I've written code in everything: C/C++, MATLAB, R, Python, and VBA. I have expert level knowledge of C++ including Boost, STL, and template metaprogramming.

I feel like I am in a pretty good place for a career change, and will be finishing my masters in mathematical finance this year.

I have two questions:
1) Are there any S&T groups that would value my IT/Risk experience in trader position?

2) I am working on two papers that might result in publications. One puts forth a new method for dealing with non-stationarity in covariance estimation and the other describes a tradable arbitrage model with good out of sample predictions. Would putting these papers on arXiv or SSRN make me more attractive to S&T groups?

IlliniProgrammer, is that you?

S&T is not that tech-heavy. As peyo2012 says, buy side might be a better bet.

 

Recusandae aut quia porro omnis architecto qui. Id et odio hic nisi optio. Dicta eum autem consequatur ut aperiam tempore magnam explicabo. Ipsam rem ut quos dolorem. Minus dolorem quia rem quis dolore harum sed numquam. Explicabo tempora laborum aliquid voluptates et. Sunt voluptas pariatur illo qui repellat aperiam.

Career Advancement Opportunities

June 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.8%
  • JPMorgan 01 98.2%
  • Guggenheim Partners 01 97.7%
  • Morgan Stanley 07 97.1%

Overall Employee Satisfaction

June 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Morgan Stanley 01 98.8%
  • Evercore 01 98.2%
  • BMO Capital Markets 12 97.6%
  • Banco Santander 01 97.1%

Professional Growth Opportunities

June 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Evercore No 98.8%
  • Morgan Stanley 05 98.2%
  • JPMorgan No 97.7%
  • BMO Capital Markets 12 97.1%

Total Avg Compensation

June 2026 Investment Banking

  • Vice President (14) $434
  • Associates (43) $259
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (22) $179
  • Intern/Summer Associate (13) $156
  • 1st Year Analyst (75) $151
  • Intern/Summer Analyst (65) $101
notes
16 IB Interviews Notes

“... there’s no excuse to not take advantage of the resources out there available to you. Best value for your $ are the...”

Leaderboard

1
redever's picture
redever
99.2
2
Secyh62's picture
Secyh62
99.0
3
BankonBanking's picture
BankonBanking
99.0
4
kanon's picture
kanon
99.0
5
dosk17's picture
dosk17
98.9
6
GameTheory's picture
GameTheory
98.9
7
DrApeman's picture
DrApeman
98.9
8
Betsy Massar's picture
Betsy Massar
98.9
9
CompBanker's picture
CompBanker
98.9
10
Jamoldo's picture
Jamoldo
98.8
success
From 10 rejections to 1 dream investment banking internship

“... I believe it was the single biggest reason why I ended up with an offer...”