Machine Learning Researcher

About the Role

You will focus on developing alpha signal generation pipelines from data ingestion and feature engineering to model training and deployment. You will research and implement advanced deep learning architectures for short-horizon forecasting, optimise inference latency and robustness, integrate models into live trading systems, and continuously refine model quality through backtesting, live evaluation, and monitoring.

Requirements

  • Degree in Computer Science, Machine Learning, Applied Mathematics, or similar quantitative discipline
  • Strong programming skills in Python and familiarity with ML libraries
  • Proven track record applying ML or deep learning to real-world problems
  • Familiarity with time-series modeling, signal extraction, or high-frequency data
  • Experience developing ML infrastructure including data pipelines, experiment tracking, and versioning
  • Experience in finance, trading, or quantitative research (nice to have)
  • Publications, competition results (e.g., Kaggle), or open-source contributions (nice to have)
  • Familiarity with C++, CUDA, or low-latency systems (nice to have)

Responsibilities

  • Develop ML-based alpha generation models using high-frequency order book and market microstructure data
  • Design and maintain data pipelines, preprocessing, and feature extraction workflows for streaming tick data
  • Research and implement advanced deep learning architectures for short-horizon forecasting and signal extraction
  • Collaborate with quant researchers and developers to integrate models into live trading environments
  • Optimise inference latency and robustness and ensure models behave safely under live market conditions
  • Continuously refine model quality through systematic backtesting, live evaluation, and monitoring

Benefits

  • Performance-based compensation with significant earning potential
  • Pension
  • Private health insurance
  • Office in central London with amenities such as table tennis and foosball
  • Team meals and company-wide events
  • Flexible working from home and working hours
  • UK work permits and relocation assistance

Skills

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Machine Learning Researcher at Wintermute | JobStash