Chemical engineering student + ML background + investing experience, trying to figure out where I fit career-wise. Looking for advice.

I'm currently in my junior year at a top Indian engineering school studying chemical engineering. My GPA is shit, which is why I'm trying to think carefully about career direction before final year recruiting starts.

What I do have:

  • I'm a self taught investor since I was 15, I manage a sizeable chunk of assets (about 20 times the per capita gdp of India) and I earned most of it doing freelance work in college. Over time I learnt portfolio construction, fundamental investing, and derivatives, and spend a significant amount of time studying markets independently.
     
  • I worked in data science and machine learning roles at startups and also did some research in college.
  • I tried to apply for quantitative roles for the summer, but was rejected mostly on:
    - no visa sponsorship
    - low gpa
     
  • So this summer I'll be interning at a large O&G company. Mainly taking it as a chance to understand how large industrial businesses operate and to get exposure outside pure software/ML work.

Right now I'm trying to narrow down where I should focus during my final year and early career.

The areas I naturally gravitate toward are things involving:

  • analytical/problem-solving work
  • technology
  • industrial businesses
  • markets/investing
  • quantitative thinking
  • strategy/capital allocation

But I'm still genuinely undecided on what the best path is.

A few questions for people further along in their careers:

  • Does a low GPA from a decent engineering school materially limit optionality long term, or can strong work/projects compensate?
  • For someone with a technical background plus interest in markets/business, what career paths are actually worth exploring?
  • Is CFA L1 worth doing during college if you're still unsure between technical, finance, or business-oriented roles?
  • For people who started out unsure of direction in college — what ended up mattering most in figuring it out?
  • If you were in this position during your final year, what would you prioritize building: technical depth, credentials, internships, networking, or something else?

Not looking for motivational advice, but trying to understand how people with mixed technical/business interests actually navigated the early-career stage and what would be the best path for me.

Region
1 Comments
 

Suscipit nisi voluptates repudiandae delectus est ut voluptatibus aut. Est in repudiandae perspiciatis eveniet maiores repellendus ex eos. Sunt asperiores corrupti in atque quae aut. Non consequatur reiciendis nihil blanditiis dolorem voluptatibus maxime. Velit enim non qui in atque odio id. Tempore rerum ipsum fugit adipisci ut.

Laudantium nam dolores eum. Voluptatem sint molestiae facere eligendi alias aut dicta sit. Eos sed vero nam quis earum. Exercitationem quisquam accusamus culpa quod maxime laudantium. Dolore voluptatem facilis voluptates quos dolore.

Quos excepturi nostrum doloremque maiores. Autem repellendus vel eligendi nam autem nulla.

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

Career Advancement Opportunities

September 2026 Investment Banking

  • Evercore 01 99.5%
  • Moelis & Company 01 98.9%
  • JPMorgan 01 98.4%
  • Goldman Sachs 01 97.9%
  • Morgan Stanley 07 97.3%

Overall Employee Satisfaction

September 2026 Investment Banking

  • Moelis & Company No 99.5%
  • Morgan Stanley 03 98.9%
  • Evercore 01 98.4%
  • Banco Santander 02 97.9%
  • BMO Capital Markets 12 97.3%

Professional Growth Opportunities

September 2026 Investment Banking

  • Evercore 01 99.5%
  • Moelis & Company 01 98.9%
  • Morgan Stanley 07 98.4%
  • Goldman Sachs 01 97.9%
  • JPMorgan No 97.3%

Total Avg Compensation

September 2026 Investment Banking

  • Vice President (16) $429
  • Associates (51) $260
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (26) $182
  • Intern/Summer Associate (15) $159
  • 1st Year Analyst (84) $151
  • Intern/Summer Analyst (76) $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
kanon's picture
kanon
99.0
4
BankonBanking's picture
BankonBanking
99.0
5
dosk17's picture
dosk17
98.9
6
Betsy Massar's picture
Betsy Massar
98.9
7
DrApeman's picture
DrApeman
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...”