Senior Quant Macro Researcher
Full time
na Eka Finance
no
Singapore
Publicado em May 4, 2024
Detalhes do emprego
Role:-
- Develop systematic trading models across FX, commodities, fixed income, and equity markets
- Alpha idea generation, backtesting, and implementation
- Assist in building, maintenance, and continual improvement of production and trading environments
- Evaluate new datasets for alpha potential
- Improve existing strategies and portfolio optimization
- Execution monitoring
- Be a core contributor to growing the investment process and research infrastructure of the team
- Masters or PhD in mathematics, statistics, physics or other quantitative discipline. PhD in statistics or machine learning is a plus
- 3-5 years of experience in quantitative trading, ideally in FX or futures
- Experience with alpha research, portfolio construction and optimization
- Experience building statistical/technical, fundamental, and data driven signals
- Experience synthesizing predictive signals for both cross-sectional and time-series models
- Strong experience with data exploration, dimension reduction, and feature engineering
- Thorough understanding of and comfort using a variety of regression techniques—including OLS, MLS, Ridge, Lasso, and Bayesian inference—as well as techniques for dealing with errors that can occur, such as auto-correlation and heteroskedasticity
- Experience managing and running risk is a strong plus
- Proficiency in Python using the machine learning stack—numpy, pandas, scikit-learn, etc.
- Creative mindset
- Ideally based in SNG or has Singaporean Citizenship.
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