Security Researcher - R&D
Core
Develop sophisticated detections and behavioral analytics across cloud, identity, endpoint, and network environments, integrating AI/ML capabilities into a security analytics platform.
Role type
Senior IC security researcher (AI-native detection)
Builds
Detection logic, hunting content, and analytical frameworks for a SOC operating system
Domain
Cybersecurity, AI/ML, Cloud Security
Deliverable
production ML models
Required skills
detection engineering, attacker technique analysis, AI/ML application in security, Python, product-oriented research, telemetry analysis, threat landscape monitoring
Preferred skills
incident response, open-source contribution, public speaking
Technologies
Python, LLMs, ML signals
Responsibilities
Research and develop detections across multiple security landscapes; Apply AI-native approaches to detection challenges; Identify gaps in detection coverage and drive findings into the product roadmap; Analyze real-world attacker techniques to create detection logic; Evaluate detection quality against production telemetry; Contribute to external research output.
