Senior Researcher - Security - Microsoft Research
Core
Analyze large-scale security event logs and develop machine learning models for intrusion and anomaly detection.
Role type
Senior Researcher (Security & Machine Learning)
Builds
Scalable data processing and analytics platforms for low-latency security detection
Domain
Cybersecurity, Machine Learning, Data Mining
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, graph-based modeling, streaming computation, representation learning, log analysis, distributed data processing
Preferred skills
None stated
Technologies
None explicitly listed
Responsibilities
Analyze heterogeneous security event logs; Develop and train ML/statistical models for intrusion detection; Design and prototype scalable data processing platforms; Apply advanced techniques like graph modeling and streaming computation; Collaborate with product teams to transition research to practical systems
Seniority
Senior, hands-on IC
