Quantitative Researcher – Machine Learning Alphas
A machine-learning-focused researcher on Schonfeld's Hong Kong systematic trading team, designing alphas for liquid markets. The work spans features, distributed research pipelines and deployment of signals.
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.
- Engineer predictive features from high-frequency market data and alternative data
- Build research pipelines on a compute cluster for tree-based, deep learning and NLP models
- Prototype ML-driven alphas for cash equities and futures
- Deploy signals with developers and improve them from live results
What they ask for
Required
- Tree-based models, deep learning and NLP/LLMs
- Probability and overfitting control
- Python
- Distributed compute experience
- Alpha research track record
- Communication
Preferred
- C++ or similar
- Education
- MS or PhD in computer science, statistics, maths or a related field from a top university.
- Experience
- 5+ years of alpha research at a leading buy-side firm or global bank
- Languages and tools
- Markets
- equities, futures
How to prepare
- Train gradient-boosted models on intraday features with leakage-safe validation
- Study overfitting control methods such as purged cross-validation and multiple-testing corrections
- Build a distributed experiment pipeline for feature research
- Learn to turn a prototype signal into a production-ready one
What to study
- Financial Machine Learning
- Quantitative Research, Data and Backtesting
- Text as Data and NLP for Finance
- Market Microstructure and Execution
The NLP and ML Quant Researcher roadmap sets out the stages for this kind of role, with free resources for each.
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Read the full posting on Schonfeld’s site before applying: requirements, location and pay can change after we check them.
View the posting on Schonfeld’s site ↗
SelfMadeQuant wrote this summary from the employer’s public posting, last checked 6 November 2026. SelfMadeQuant isn’t affiliated with Schonfeld and doesn’t handle applications.