Senior Risk & Compliance Engineer - Data
Core
Building an automated, engineering-grade risk program that produces real-time risk scoring, quantified exposure models, and ROI-linked investment decisions for security, engineering, and executive stakeholders.
Role type
Senior IC Risk & Compliance Engineer (Data Science)
Builds
Automated signal ingestion pipelines, probabilistic risk models, and dashboards for risk visibility
Domain
Cybersecurity risk management, data engineering, and quantitative risk analysis
Deliverable
production ML models | dashboards & analysis
Required skills
Python, SQL (PostgreSQL, Presto, SparkSQL), machine learning, probabilistic modeling, data pipeline engineering, stream and batch processing, data modeling for classification and anomaly detection
Preferred skills
Security risk concepts (threat intelligence, EPSS, CISA KEV), quantitative risk frameworks (FAIR), security frameworks (NIST CSF, SOC 2), executive communication
Technologies
Python, SQL, PostgreSQL, Presto, SparkSQL
Responsibilities
Build automated signal ingestion pipelines to normalize and score raw security findings; Develop probabilistic risk models to express security exposure as probability distributions; Identify systemic choke points across the attack surface; Build dashboards and data-driven insights for risk visibility; Support risk quantification efforts expressing security exposure in financial terms
Seniority
Senior, hands-on IC
