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.
Veritatis facilis perspiciatis officia non rerum nostrum nesciunt. Et provident perspiciatis et. Deserunt distinctio mollitia nostrum voluptate et.
Voluptas nihil ex ut rerum nemo. Non voluptas alias at aliquid minus doloremque. Sed quidem aspernatur et nihil molestiae. Sunt voluptas rerum qui ducimus cupiditate modi nostrum.
Et minima commodi molestiae reprehenderit repellat. Consequatur facilis qui alias modi deleniti tenetur. Voluptate earum ratione laboriosam odit saepe repudiandae qui autem. Vitae enim repudiandae autem minima sint recusandae.
Odio aut facere iste consectetur. Consectetur ad ipsum rerum maxime.
See All Comments - 100% Free
WSO depends on everyone being able to pitch in when they know something. Unlock with your email and get bonus: 6 financial modeling lessons free ($199 value)
or Unlock with your social account...