11 Comments
 

In order of usefulness I'd say SQL, python, R/Matlab, potentially SAS. 

SQL is super useful because most other languages (Python, R, SAS, etc.) will allow you to use SQL syntax within them. Its as close as I've found to a universal language.

You'll only use SAS if your boss was statistically educated before like 2005 lol (so think mostly old, big banks). That being said if you know SAS, and someone needs it, it will make you incredibly valuable. Its a rarely used language, but even more rarely learned these days.

 

OP Please don’t learn SAS. Not as your primary skill at least. The people who do their work in SAS at my company create so many headaches because they refuse to adopt modern tech stacks and expect us to fit it into our pipelines and frameworks.

End rant but please everyone stop using SAS so we can move forward with spark and live happily ever after

 

How have you liked your career/current position? I’ve thought about looking back towards finance for niche roles where my skills from data engineering could be lucrative. Do you see people often getting plucked out of tech to fill roles like yours?

 
Most Helpful

Mods please delete if this is considered thread hijacking, not my intention to derail. 

I do like my current job! I work in macro research covering an entire asset class for one of the aforementioned banks. There's a good mix of data/quantitative problem solving as well as complex economic/financial ideas in our work. 

That being said, I would feel dishonest if I didn't mention its a ton of hours for not much pay. We don't get paid anything like our IBD or S&T counterparts. I generally put in 60-75 hours a week. Also a high stress/tough culture. Eventually, I'll probably leave for better pay, better hours, or both. 

I've seen one person make the jump from a tech team within my bank to research, but not sure I've ever seen someone make the jump from the general tech industry to a team like mine. It can probably be done, but I think most people would be too turned off by the lifestyle change to really pursue it. We tend to mostly get people from grad school stats/econ/finance type backgrounds, or transplants from trade desks. I came from a risk team (hence my title on WSO lol, still haven't updated it). 

 

Amet blanditiis accusamus impedit eos sed. Debitis vel ea quia natus nisi. Error esse et iure voluptas laborum molestiae dolor. Omnis qui consequatur nobis animi ut tempora a. Recusandae enim maxime a culpa necessitatibus voluptatibus quod fuga. Iusto eum vel quos.

Quas optio unde reiciendis placeat est. Culpa aspernatur accusamus odio quibusdam autem. Non aut quo id autem a dignissimos qui.

Autem quia excepturi odio dicta quia molestiae. Quod tempora saepe expedita.

Career Advancement Opportunities

June 2026 Hedge Fund

  • Point72 99.0%
  • D.E. Shaw 98.1%
  • Citadel Investment Group 97.1%
  • AQR Capital Management 96.1%
  • Magnetar Capital 95.1%

Overall Employee Satisfaction

June 2026 Hedge Fund

  • Magnetar Capital 99.0%
  • D.E. Shaw 98.0%
  • Blackstone Group 97.0%
  • Citadel Investment Group 96.0%
  • Millennium Partners 95.0%

Professional Growth Opportunities

June 2026 Hedge Fund

  • AQR Capital Management 99.0%
  • Point72 98.1%
  • D.E. Shaw 97.1%
  • Citadel Investment Group 96.2%
  • Magnetar Capital 95.2%

Total Avg Compensation

June 2026 Hedge Fund

  • Portfolio Manager (9) $1,648
  • Vice President (27) $464
  • Director/MD (12) $423
  • NA (9) $320
  • Engineer/Quant (86) $288
  • 3rd+ Year Associate (26) $284
  • Manager (4) $282
  • 2nd Year Associate (32) $253
  • 1st Year Associate (76) $192
  • Analysts (242) $181
  • Intern/Summer Associate (29) $145
  • Junior Trader (5) $102
  • Intern/Summer Analyst (282) $96
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
Betsy Massar's picture
Betsy Massar
98.9
6
DrApeman's picture
DrApeman
98.9
7
dosk17's picture
dosk17
98.9
8
CompBanker's picture
CompBanker
98.9
9
GameTheory's picture
GameTheory
98.9
10
Mimbs's picture
Mimbs
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...”