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 data engineer specializing in probabilistic risk modeling and security data pipelines
Builds
Automated signal ingestion pipelines, probabilistic risk models, and risk visibility dashboards
Domain
Cybersecurity risk management, data engineering, and quantitative risk analysis
Deliverable
production ML models | dashboards & analysis
Required skills
Python, SQL (PostgreSQL, Presto, SparkSQL), probabilistic modeling (Bayesian models), real-time data pipeline development, data modeling for classification and anomaly detection, metrics development for security decisions
Preferred skills
Threat intelligence enrichment pipelines, EPSS, CISA KEV, FAIR framework, NIST CSF, SOC 2, executive risk narrative translation
Technologies
Python, SQL, PostgreSQL, Presto, SparkSQL
Responsibilities
Build automated signal ingestion pipelines to normalize and score raw security findings; Develop probabilistic risk models expressing 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
