Trading projects roadmap

Hi everyone,

I’m looking for some advice on how to structure a series of projects that go from beginner to advanced in order to show a deeper interest in the trading sector. My goal is to build a portfolio of projects (on GitHub, Kaggle, etc.) that demonstrate both technical skills and understanding of markets, mostly with Python and related tools.

What would be a good progression of projects to work on? For example, starting with something like basic data analysis of stock prices, then moving towards more complex topics such as backtesting strategies, factor modeling, or maybe even reinforcement learning in trading.

Basically, I want to create a roadmap of projects that can demonstrate growth from simple to advanced, and i'd like to understand which would be most valuable to include.

Thanks a lot for your insights!

2 Comments
 
Most Helpful

Esse est ea aut. Aut alias iusto repellendus qui rerum. Officiis placeat dicta consectetur id. Qui nam voluptates rerum in dicta eos.

Veniam ut aliquam dolorem voluptatem. Voluptatibus laudantium vel culpa quos laboriosam quia. Quibusdam temporibus sunt iure repellendus itaque et qui. Maxime est sed enim. Distinctio quisquam molestiae saepe.

Corrupti dolorum aspernatur minima explicabo quidem. Voluptates nisi quo ut quis consectetur exercitationem. Commodi eum atque perspiciatis quia. Illo itaque repudiandae et sed qui eius.

Career Advancement Opportunities

June 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.8%
  • JPMorgan 01 98.2%
  • Guggenheim Partners 01 97.7%
  • Morgan Stanley 07 97.1%

Overall Employee Satisfaction

June 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Morgan Stanley 01 98.8%
  • Evercore 01 98.2%
  • BMO Capital Markets 12 97.6%
  • Banco Santander 01 97.1%

Professional Growth Opportunities

June 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Evercore No 98.8%
  • Morgan Stanley 05 98.2%
  • JPMorgan No 97.7%
  • BMO Capital Markets 12 97.1%

Total Avg Compensation

June 2026 Investment Banking

  • Vice President (14) $434
  • Associates (43) $259
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (22) $179
  • Intern/Summer Associate (13) $156
  • 1st Year Analyst (75) $151
  • Intern/Summer Analyst (65) $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
DrApeman's picture
DrApeman
98.9
6
CompBanker's picture
CompBanker
98.9
7
dosk17's picture
dosk17
98.9
8
GameTheory's picture
GameTheory
98.9
9
Betsy Massar's picture
Betsy Massar
98.9
10
numi's picture
numi
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...”