Quantitative Researcher – Asia Pacific Systematic Trading
A research role on an equity derivatives and index trading team covering intraday price behaviour, execution and alpha across Asia Pacific. You work alongside traders, risk managers and technologists.
What you’d work on
Our reading of the posting: what a new hire in this role would most likely spend their first months on.
- Study intraday stock, ETF and futures dynamics and order book data for signals
- Measure transaction costs and execution quality, and model market impact
- Research index rebalance and event-driven trading opportunities
- Build tools and models that improve execution and risk-adjusted returns
What they ask for
Required
- Statistical modelling and time series
- Machine learning
- Strong programming
- Large market data sets
- Market microstructure
- Execution and transaction cost analysis
- Empirical research design
Preferred
- Exposure to Asia Pacific markets
- Knowledge of index rebalances and swaps
- Education
- Postgraduate degree in a quantitative discipline such as maths, statistics, physics, computer science, engineering or machine learning
- Experience
- Relevant quant research, systematic trading or execution analytics experience
- Markets
- equities, futures, fx
How to prepare
- Build a transaction cost analysis on public or simulated tick data, and estimate a simple market impact model
- Study order book data: spreads, depth, imbalance and short-horizon prediction
- Research an index rebalance event with a clean event-study design
- Practise robust backtesting with realistic costs and out-of-sample checks
What to study
- Market Microstructure and Execution
- Quantitative Research, Data and Backtesting
- Statistical Arbitrage
- Financial Machine Learning
- Econometrics and Financial Time Series
The HFT Quantitative Researcher roadmap sets out the stages for this kind of role, with free resources for each.
Open the roadmapApply
Read the full posting on Macquarie’s site before applying: requirements, location and pay can change after we check them.
View the posting on Macquarie’s site ↗
SelfMadeQuant wrote this summary from the employer’s public posting, last checked 6 November 2026. SelfMadeQuant isn’t affiliated with Macquarie and doesn’t handle applications.