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.

Senior Security Researcher - AI Detection at Sentinellabs | JobZoey