Principal Researcher - Systems & Networking - Microsoft Research
Core
Conduct research on state-of-the-art AI-driven system methods and technologies to identify opportunities for system innovation and acceleration.
Role type
Principal Researcher (AI Systems & Networking)
Builds
Innovative AI-driven system solutions
Domain
Artificial Intelligence, Machine Learning, Systems, Networking
Deliverable
production ML models
Required skills
Doctorate in relevant field, 3+ years research experience in AI/ML, lead author publication record, top conference participation, systems and networking background, machine learning system expertise, database technology expertise, networking technology expertise, knowledge of Agent Systems, knowledge of Vector Database, knowledge of ML Systems
Preferred skills
Mentorship experience, industry partner collaboration, academic institution collaboration
Technologies
Agent Systems, Vector Database, ML Systems
Responsibilities
Develop and implement new methodologies, techniques, and algorithms for improving the performance, efficiency, and scalability of AI-driven systems; Collaborate with cross-functional teams including hardware and software engineers, data scientists, and product managers; Evaluate the performance of AI-driven systems and provide recommendations for improvement and optimization; Publish research findings in peer-reviewed journals, conferences, and other relevant venues; Present research results to internal and external stakeholders; Mentor and guide researchers and engineers in their research and development efforts; Collaborate with industry partners and academic institutions to drive joint research projects and initiatives