Learn by profession
Five career tracks, each with its own skills, frameworks, and mindset. Choose the role you are targeting and learn the way practitioners actually work.
Trader
Options pricing, Greeks management, volatility trading, and hedging strategies from a real equity derivatives desk.
Explore the trackEconomist
Growth, inflation, central banks, and global capital flows. Interpret data the way a desk reads it.
Explore the trackStrategist
Turn macro views and fundamental data into actionable trade ideas across equities, rates, FX, and commodities.
Explore the trackFundamental Analyst
Financial statements, valuation, accounting forensics, and long/short thesis construction from real company data.
Explore the trackPortfolio Manager
The capstone role: sizing positions, managing risk budgets, drawdowns, and combining all inputs into a coherent book.
Explore the trackWant help turning this into interviews? Join free mentorship for CV reviews, recruiting lessons, and async Q&A.
Career mentorship for finance students
A separate free platform with structured lessons on CVs, interviews, and recruiting, plus async questions and CV reviews from our team.
Hands-on models and notebooks
Excel, Python, and strategy resources to practice what the career tracks teach. Open a category to jump into the tools library.
Portfolio & risk
Allocation, risk metrics, and portfolio construction tools.
Derivatives & options
Pricing, Greeks, and hedging frameworks for the trader track.
Python for finance
Notebooks and scripts for analysis, backtesting, and automation.
Trading strategies
Guides that connect macro views to concrete implementation.
Premium reading library
Curated books and notes for markets literacy.
How to read and write research
Use our published notes as practice material: extract the thesis, map the playbook, and spot what is priced versus what is not.
- Practice on AI infrastructure internals
- Compare with soft landing vs stagflation
Browse all research notes
Full archive of macro and market notes from the Hong Kong desk.