ML Researcher for Production-Ready Forecasting

DRW Holdings, LLC; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

DRW is seeking a Quantitative Researcher in Machine Learning for its Singapore office. The role focuses on applying advanced ML techniques to forecasting challenges, building scalable ML pipelines, and deploying them into production environments using high-dimensional datasets.

Prior experience in finance is desirable, but exceptional ML backgrounds from tech or academia will be considered. The position emphasizes autonomy, innovation, and rapid iteration in a fast-paced trading environment,

Qualifications

• PhD (or exceptional MSc) in ML, Computer Science, or related field.
• Deep theoretical and practical knowledge of core ML algorithms, and comfortable experimenting with model architectures, feature engineering, and hyperparameter tuning to produce high-performance and resilient models.
• Proven experience taking ML models from research to live production.

Responsibilities

• Research, design, and deploy robust ML models.
• Build and maintain scalable, production-level ML pipelines.
• Extract signals from large, noisy, real-world datasets.

Skills

ML algorithms

Model deployment

Hyperparameter tuning

Education

PhD in ML/CS

Job description

DRW is seeking a Quantitative Researcher in Machine Learning for its Singapore office. The role focuses on applying advanced ML techniques to forecasting challenges, building scalable ML pipelines, and deploying them into production environments using high-dimensional datasets.

Prior experience in finance is desirable, but exceptional ML backgrounds from tech or academia will be considered. The position emphasizes autonomy, innovation, and rapid iteration in a fast-paced trading environment,