skillset for an aspiring QT?

i'm going to be at a target university (oxford) studying economics & management starting this fall. i realize that ideally i'd be studying math or stats, but i was pretty locked in on "i'll be an investment banker after uni" and only discovered what being a quant entails a couple months ago. i'll still be doing the typical IB recruiting stuff of course, but i think my real goal is to try and be a quant trader, and i'd like to start working on my skills to help me get there.

i get that math is obviously key, but what exact types should i be working on, and how? maybe probability and calculus? but what specifically? and do i need to be like a coding whiz and learn a bunch of languages and leetcode? or is basic python enough to get by? should i learn finance and basic value trading and technicals on that side of things?

basically, how do i give myself the best shot for a quant internship in ~ 2 years? any starting spots will be super helpful.

2 Comments
 

Sequi aut rerum voluptas earum praesentium consequatur consequatur expedita. Quasi aut quia fuga doloremque.

Architecto iure quia facere aut dolore nemo. Perspiciatis dolorem eum suscipit. Sunt quod laudantium sequi neque voluptatibus. Eligendi dolor beatae et aperiam enim.

Molestiae dolor repudiandae consequatur dolores. In neque ducimus voluptatem sit ut qui labore. Itaque quis dicta aut consequuntur voluptas quia doloremque eum. Soluta facilis dolorum minima officiis et qui aperiam nam. Enim veniam voluptatem et rem nam.

Career Advancement Opportunities

August 2026 Hedge Fund

  • Point72 99.0%
  • D.E. Shaw 98.0%
  • Citadel Investment Group 97.0%
  • AQR Capital Management 96.0%
  • Magnetar Capital 95.0%

Overall Employee Satisfaction

August 2026 Hedge Fund

  • Magnetar Capital 99.0%
  • D.E. Shaw 98.0%
  • Blackstone Group 97.0%
  • Citadel Investment Group 96.0%
  • Two Sigma Investments 94.9%

Professional Growth Opportunities

August 2026 Hedge Fund

  • AQR Capital Management 99.0%
  • Point72 98.0%
  • D.E. Shaw 97.1%
  • Citadel Investment Group 96.1%
  • Magnetar Capital 95.1%

Total Avg Compensation

August 2026 Hedge Fund

  • Portfolio Manager (9) $1,648
  • Vice President (27) $464
  • Director/MD (11) $372
  • NA (9) $320
  • Engineer/Quant (83) $287
  • 3rd+ Year Associate (26) $284
  • Manager (4) $282
  • 2nd Year Associate (32) $253
  • 1st Year Associate (76) $193
  • Analysts (234) $178
  • Intern/Summer Associate (29) $145
  • Junior Trader (5) $102
  • Intern/Summer Analyst (276) $95
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

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...”