Research Manager
B
BeyondTrustCybersecurity SaaS
Remote Canada | Remote United StatesFull-TimeManager
Salary not disclosed
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Job Details
- Required Skills
- PythonData AnalysisMachine LearningSparkCI/CDDatabricks
Requirements
- Engineering background with proven experience developing and maintaining production security systems.
- Strong Python programming skills.
- Experience with large-scale data processing and/or AI.
- Knowledge of adversarial tactics, techniques, and procedures (TTPs) and defensive strategies.
- Experience leading individuals at a high individual contributor level (senior staff/principal).
- Big data processing experience (Apache Spark, Databricks).
- Background in security research with published findings or conference presentations.
- Knowledge of cloud security, containerization, and modern infrastructure.
- Experience with graph databases and network analysis.
- Familiarity with machine learning applications in cybersecurity.
Responsibilities
- Lead a team of researchers who identify emerging identity attack vectors and develop novel detection methodologies.
- Design and implement advanced analytics including rule-based systems, behavioral analysis, and machine learning models for threat detection.
- Expand and optimize large-scale entitlement graph systems mapping privilege escalation paths.
- Develop proactive recommendation engines for identifying security misconfigurations.
- Build production-grade security systems with emphasis on scalability, reliability, and performance optimization.
- Establish engineering best practices including unit testing, automation, and CI/CD pipelines.
- Explore large-scale customer datasets using Spark and Databricks to validate detection hypotheses.
- Collaborate with data science teams to integrate machine learning models into production systems.
- Provide technical leadership and mentorship to product and engineering teams.
- Present research at industry conferences and publish technical blogs/papers.
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