Staff Security Researcher
Core
Develop and refine security content for next-generation cloud-delivered security products, building automation systems for real-time threat detection and prevention.
Role type
Sr. Staff Security Researcher (AI/ML focus)
Builds
Cloud-delivered security services, automation systems for real-time data processing, detection and prevention mechanisms for malware and digital threats
Domain
Cybersecurity, Network Security, AI/ML
Deliverable
production ML models | product features
Required skills
PhD in relevant field, advanced AI/ML methods (anomaly detection, deep learning), network security countermeasures research, malware analysis, network protocol analysis (HTTP, SMTP, FTP), programming (Python or Go)
Preferred skills
ML/GenAI techniques (NLP), Capture-the-Flag (CTF) experience, traffic analysis tools (Wireshark, tcpdump), reverse engineering
Technologies
TensorFlow, Pytorch, Scikit-Learn, Wireshark, tcpdump
Responsibilities
Design and optimize automation systems for real-time data collection and processing; Apply advanced AI/ML methods to analyze network traffic for threat detection; Conduct research on network security countermeasures; Collaborate with researchers to analyze adversarial activities; Translate threat research findings into tangible security solutions
Seniority
Sr. Staff, hands-on IC
