About the Role
We seek an exceptional researcher specializing in Machine Learning with particular expertise in areas such as Code-oriented LLMs, Agentic Systems, Reinforcement Learning and Reasoning Models. The ideal candidate will demonstrate a strong track record of publishing in top-tier conferences and journals (e.g., NeurIPS, ICML, ICLR, ACL).
Responsibilities
- Conduct cutting-edge research in Machine Learning in areas such as Code LLMs, Reasoning Models, Agentic Systems and Reinforcement Learning
- Publish influential research outcomes in top-tier Machine Learning conferences and journals (e.g., NeurIPS, ICML, ICLR, ACL)
- Collaborate closely with other Research Scientists and Research Engineers, as well as our Engineering teams to translate cutting-edge research into practical solutions applicable in commercial database products
- Mentor intern researchers, fostering a collaborative and productive research environment
Qualifications
- Ph.D. in Computer Science, Computer Engineering, or a closely related field with a specialization in Machine Learning
- Proven track record of impactful research publications in top-tier Machine Learning conferences and journals (e.g., NeurIPS, ICML, ICLR, ACL)
- Post-PhD industry experience of applying computer science concepts to large scale software development problems is a plus
- Experience in building research prototypes and conducting rigorous empirical studies to validate theoretical models
- Excellent technical communication skills, verbal and written, with the ability to collaborate across teams