Director - AI/ML Researcher
Responsibilities
- Build and productionise Machine Learning models across asset classes.
- Apply advanced techniques in Machine Learning, statistics, and applied mathematics using Python (PyTorch or similar).
- Utilise cloud platforms like AWS SageMaker for fast scalability.
- Develop quantitative models to optimise trading, pricing, and risk management.
- Collaborate with sales teams to address client needs and develop solutions.
- Conduct in-depth research and data analysis for market insights.
- Maintain and support front office analytical libraries.
- Drive innovation through expertise in methodologies and industry advancements.
Essential Skills
- Master's degree in STEM (PhD preferred).
- Strong foundation in Machine Learning, data science, and software engineering.
- Proven ability to create rigorous and practical solutions.
- Collaborative mindset and passion for learning and improvement.
- Experience mentoring, managing projects, and driving R&D thinking.
- Publications or open-source contributions are a plus.
Desirable Skills
- Experience in quant trading (e.g., eFX) or alpha research.
- Expertise in Natural Language Processing (NLP) and Large Language Models (LLMs).
- Familiarity with vector databases, SQL/NoSQL, and Amazon Bedrock.
FAQs
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