Senior Security Engineer, Cloud Detection
Work with security experts to detect and respond to attacks against cloud-deployed applications and APIs using security logs, machine learning, Python, SQL, dashboards, CI/CD integrations, and automated response systems.
Responsibilities
- Develop and deploy ML and AI-based security detections on log data
- Analyze logs and security events from cloud applications to detect intrusion activity
- Monitor and respond to security incidents and participate in an on-call rotation
- Write Python for data engineering, detection analytics, and automation
- Author and run SQL queries to investigate security events and telemetry
- Build dashboards and visualizations for monitoring and investigations
- Analyze AWS CloudTrail and other cloud logs for attack patterns
- Integrate detection code into CI/CD pipelines and containerized deployments
- Collaborate cross-functionally to remediate vulnerabilities and improve detection
- Document incident investigations, detection rules, and response processes
Requirements
- 5-8 years experience developing and deploying advanced security detection on log data, especially using ML, deep learning, or AI techniques
- Experience detecting attacks against cloud-deployed applications
- Experience with Python for data engineering or data science
- Experience with SQL
- Willingness to participate in an on-call rotation and incident handling, or relevant experience
- Strong critical thinking, communication, and leadership skills
- Comfort working cross-functionally to negotiate and reach consensus security solutions
- Experience with dashboards and visualizations in SQL- or Python-based tools
- Experience with AWS infrastructure and cloud log analysis, especially AWS CloudTrail
- Experience with Datadog for metrics and log analysis
- Experience deploying code to containerized environments via CI/CD
- Experience with notebook-based analysis environments
Benefits
- Healthcare
- Dental
- Vision
- 401(k) plan and match
- Life insurance
- Flexible time off
- Commuter benefits
- Professional development stipend
- Long term incentive package