Job Title: AI Researcher
This position offers a unique opportunity to apply advanced machine learning techniques to real-world challenges, leveraging high-quality financial data and state-of-the-art computing resources.
Key Responsibilities:
* Develop and deploy scalable deep learning models to enhance trading strategies
* Collaborate with researchers, developers, and traders to improve existing models and explore new algorithmic approaches
* Design and run experiments using the latest machine learning tools and frameworks
* Develop automation tools to streamline research and system development
* Apply rigorous scientific methods to extract signals from complex datasets and shape our understanding of market behavior
* Partner with engineering teams to implement and test models in production environments
Required Skills and Qualifications:
* PhD in Computer Science, Machine Learning, Mathematics, Physics, Statistics, or a related field
* Strong track record of applying ML in academic or industry settings, with 5+ years of experience building impactful deep learning systems
* A strong publication record in top-tier conferences such as NeurIPS, ICML, or ICLR
* Strong programming skills in Python and/or C++
* Practical knowledge of ML libraries and frameworks, such as PyTorch or TensorFlow, especially in production environments
* Hands-on experience applying deep learning on time series data
* Strong foundation in mathematics, statistics, and algorithm design
* Excellent problem-solving skills with a creative, research-driven mindset
* Demonstrated ability to work collaboratively in team-oriented environments
Benefits:
* Collaborate with a world-class team of researchers, engineers, and traders
* Gain access to best-in-class financial data and high-performance computing resources
* Directly impact real-time trading performance through your work
* Thrive in a collaborative, intellectually rigorous environment with a global footprint
Other Opportunities:
* Participate in cutting-edge research projects that push the boundaries of machine learning and its applications
* Contribute to the development of innovative solutions that drive business growth and success