6 дней назад
Senior Research Engineer (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Research Engineer (Machine Learning): Developing and globally rolling out a research framework for training, combining, and deploying data-driven trading models with an accent on MLOps, optimization procedures, and production integration. Focus on building end-to-end machine learning pipelines, partnering with Quantitative Researchers on systematic trading strategies, and supporting reliable model deployment and monitoring.
Location: London office, United Kingdom
Company
is a proprietary trading firm developing systematic trading models and technology for production trading.
What you will do
- Help lead the development and global rollout of a research framework for defining and training trading models.
- Implement optimization workflows including supervised learning and backtesting.
- Integrate the research framework with the platform used to deploy and run models in production.
- Partner with Quantitative Researchers to test hypotheses and develop data-driven systematic trading strategies and alpha signals.
Requirements
- Advanced degree in Machine Learning, Statistics, Physics, Computer Science, or a related field.
- 8+ years of hands-on experience in MLOps, Research Engineering, or ML Research.
- Strong background in mathematics and statistics.
- Strong Python proficiency and experience with NumPy, PyTorch, Polars, Pandas, and Ray.
- Experience designing and implementing end-to-end machine learning pipelines covering data preprocessing, model training, deployment, and monitoring.
- Knowledge of modern software development practices, cloud platforms, and containerization technologies such as Docker and Kubernetes.
Culture & Benefits
- Entrepreneurial and innovative environment within a proprietary trading firm.
- Opportunity to contribute to a globally rolled-out research framework.
- Work closely with Quantitative Researchers on production trading models.
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