Sentinellabs
Senior Security Researcher - AI Detection
Tel Aviv-Yafo, Tel Aviv District, Israel. Posted a month ago
The role
You will join the Detection AI Research team to research attack techniques and TTPs using EDR telemetry. You will design, build, and maintain AI-powered detections and LLM-based agents to separate real intrusions from benign activity.
What you will do
- Research attack techniques and TTPs and how they manifest in EDR telemetry.
- Turn research into detection hypotheses that hold across millions of endpoints.
- Design, build, own, and maintain AI-powered detections end to end.
- Turn detection hypotheses into production pipelines using ML models and LLMs.
- Drive the development of LLM-based agents that automate detection authoring.
- Analyze detection gaps and false positives with MDR analysts, threat hunters and detection engineering teams.
- Write high-quality production Python and own code in production.
- Stay current with APTs, attacker methodologies, and emerging TTPs.
Required qualifications
- 5+ years of experience in security research, threat hunting, or detection engineering.
- Track record of detections deployed in production.
- Deep understanding of the cybersecurity landscape, attack vectors, TTPs, and detection methods, especially on Windows.
- In-depth knowledge of Windows internals and how attacker behavior appears in EDR telemetry: process, file, registry, and network events.
- Comfortable researching and hunting over very large telemetry datasets using SQL, KQL, Splunk, EDR query languages, or similar.
- Python software development experience, including working with data and writing production-quality code.
- Ability to drive and own research projects end to end.
- Independent, critical thinker, team player.
- Interest in applying machine learning and LLMs to detection.
- Fluency with modern AI tools in daily work.
Nice to have
- Hands-on experience applying machine learning or LLMs to security problems.
- Experience writing detection content: behavioral rules, Sigma, YARA, EDR query languages.
- Malware analysis, reverse engineering, or red-team experience.
- Experience with EDR/XDR products and their telemetry.
Benefits
- Restricted Stock Units (RSUs)
- Employee Stock Purchase Plan (ESPP)
- Competitive leave benefits
- Gender-neutral parental leave
- Employee Assistant Program
- Workout sessions and a Wellness App
- Medical and insurance benefits
- Pension
- Global home office allowance
- Mobile phone reimbursement
- Study Fund
About the company
SentinelOne is a company at the intersection of AI and security. Their AI-native platform unifies protection across endpoint, cloud, identity, data, and AI systems.