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).
Based in Sydney, the role embraces a hybrid working model.
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 cooperative 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.
MongoDB is an equal opportunities employer. MongoDB is committed to providing any necessary accommodations for individuals with disabilities within our application and interview process.
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