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Staff Security Researcher, AI Detection Research
לא צויןמשרה מלאהSecurity ResearchCybersecurity
Join a cybersecurity research team combining security expertise and machine learning to detect sophisticated attacks in endpoint telemetry. Collaborate with data scientists, analysts, and threat hunters to develop and operate detections used in production.
תחומי אחריות
- Research attacker techniques and how they appear in endpoint telemetry; develop detection hypotheses that work across large fleets
- Build, own, and maintain production detection pipelines using endpoint data, machine learning models, and LLMs
- Develop LLM-based agents that automate detection authoring and expand detection coverage
- Investigate detection gaps and false positives with analysts, threat hunters, and detection engineers, and improve detections based on findings
- Write and maintain production Python code
- Track advanced persistent threats, attacker methods, and emerging techniques
דרישות
- At least 5 years of experience in security research, threat hunting, or detection engineering, including detections deployed in production
- Strong understanding of cybersecurity, attack techniques, and detection methods, especially on Windows
- In-depth knowledge of Windows internals and how attacker behavior appears in endpoint process, file, registry, and network events
- Experience investigating large telemetry datasets with SQL, KQL, Splunk, EDR query languages, or similar
- Python development skills, including data work and production-quality code
- Ability to independently own research projects from start to finish
- Interest in using machine learning and LLMs for detection, and familiarity with modern AI tools
יתרון
- Hands-on application of machine learning or LLMs to security problems
- Experience writing behavioral rules, Sigma, YARA, or EDR detection content
- Malware analysis, reverse engineering, or red-team experience
- Experience with EDR/XDR products and telemetry
הטבות
- Restricted stock units
- Employee stock purchase plan
- Competitive leave benefits
- Gender-neutral parental leave
- Employee assistance program
- Wellness sessions and app
- Medical and insurance benefits
- Pension
- Global home office allowance
- Mobile phone reimbursement
- Study fund