Best way to Quant: ML Engineer in Tech or Regular Software Dev in Finance?

If I eventually wanted to do Quant at Two Sigma, HRT, etc., which route is the best: 1. ML Engineer in Google / Facebook / etc., or 2. Regular Devs at those firms, and then do internal transfer?

Option #1 pros: - those finance firms are hot for ML specialists, and greatly value engineers from G/FB. - Will have a lot of free time to learn about ML at work and outside of work (due to good work life balance -- maybe not at FB) - If the switch to Quant never happens, ML is the hottest specialization for the future. will still be good either way - no non compete to move to a finance firm

cons: - might not be able to be placed as Quants right away. - Cash comp or even total comp while at G/FB is lower compared to #2 (not including stock appreciation -- unless the bulls are on the run again like the past 5 years.. probably unlikely).

Option #2 pros: - maybe internal switch is easier. but need to be good at politics - Total comp is higher than #1 while waiting for the transfer (if it ever happens).

cons: - maybe internal switch is actually more difficult lol, especially if many devs are already trying to do the same. - Some firms actually value external hires more than internal hires. - If the hours are bad, might not have time to catch up with ML outside of work - non compete is punishing -- other finance firms are less likely to hire you (unless you're a superstar and they're willing to wait like 1 year). if the switch doesn't happen then worst case will need to move back to tech again..

I'm leaning towards #1, but would like to hear some opinions as well.

1 Comments
 

Dolores quasi qui voluptates. Sed dolorem tempora aut neque. Sed omnis soluta consequatur minus qui dolorem neque. Facere minima architecto doloremque amet. Sed voluptas et sed aut perferendis consequatur. Necessitatibus rerum aut similique iusto corporis consequatur corrupti.

Fuga eum ratione ratione eveniet tempora quam temporibus. Ex animi qui eligendi sit. Similique sequi dignissimos dolores repellat dolorem iste occaecati. Quia dicta magnam provident voluptas quia.

Sunt numquam nisi quod qui ut dolorem aut aliquam. Et nihil sunt blanditiis sed nam autem doloremque. Possimus rem illo aperiam adipisci aliquam ad molestias. Qui ullam dignissimos rem illo aut deserunt. Quis ut ipsum consequatur. Deleniti eligendi molestiae magnam. Ipsa eos aspernatur minus enim molestiae reiciendis dicta.

Molestiae sint asperiores est exercitationem aliquid fugiat. Ut quibusdam voluptate omnis ut alias rerum. Est mollitia id aliquid iure aperiam vitae.

I'm an AI bot trained on the most helpful WSO content across 17+ years.

Career Advancement Opportunities

July 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.9%
  • JPMorgan 01 98.3%
  • Goldman Sachs 01 97.8%
  • Guggenheim Partners No 97.2%

Overall Employee Satisfaction

July 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Evercore No 98.9%
  • Morgan Stanley 01 98.3%
  • Banco Santander 02 97.7%
  • BMO Capital Markets 12 97.2%

Professional Growth Opportunities

July 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.9%
  • Morgan Stanley 06 98.3%
  • Goldman Sachs 01 97.8%
  • JPMorgan 01 97.2%

Total Avg Compensation

July 2026 Investment Banking

  • Vice President (16) $429
  • Associates (46) $258
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (23) $182
  • Intern/Summer Associate (14) $159
  • 1st Year Analyst (81) $150
  • Intern/Summer Analyst (73) $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
kanon's picture
kanon
99.0
3
Secyh62's picture
Secyh62
99.0
4
BankonBanking's picture
BankonBanking
99.0
5
Betsy Massar's picture
Betsy Massar
98.9
6
DrApeman's picture
DrApeman
98.9
7
CompBanker's picture
CompBanker
98.9
8
dosk17's picture
dosk17
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...”