We are seeking a highly motivated and skilled Senior Deep Learning Researcher to join our team. As an individual contributor, you will work alongside world-class researchers in a fast-paced environment, advancing AI and machine learning research with direct applications to HFT and MFT.
Responsibilities
Conduct original machine learning research to push the frontier of market data modeling;
Develop and experiment with modern deep learning architectures and training techniques;
Extract meaningful insights from large, unstructured, and noisy datasets;
Continually explore new methodologies and technologies to enhance research outcomes.
Requirements
Extensive research experience in ML, demonstrated through publications at top-tier venues, a strong track record of impactful research projects, or a PhD in a related field;
Strong background in machine learning, probability, and statistics;
Deep understanding and hands-on experience with modern DL architectures and training methodologies, with particular expertise in Transformers and their variants.;
Ability to work effectively with AI coding and research agents
What we offer
Summary
Conducts original machine learning research on market data modeling, develops deep learning architectures, and extracts insights from large noisy datasets. Requires extensive ML research experience, strong probability and statistics background, hands-on Transformers expertise, and effective use of AI coding and research agents.
Responsibilities
Conduct original machine learning research on market data modeling; develop and experiment with modern deep learning architectures and training techniques; extract insights from large, unstructured, noisy datasets; explore new methodologies and technologies.
Qualifications
Extensive research experience in ML; strong background in machine learning, probability, and statistics; deep understanding and hands-on experience with modern DL architectures, particularly Transformers; ability to work effectively with AI coding and research agents.
Experience requirements
Extensive research experience in ML demonstrated through publications at top-tier venues, a strong track record of impactful research projects, or a PhD in a related field.
Benefits
High base salary, social benefits, and generous bonus structure; access to cutting-edge compute, infrastructure, and engineering expertise; flexible working style and schedule; high-autonomy environment; tuition reimbursement, conference and training sponsorship.