Data Governance AI Security Engineer
Core
Securing AI/ML pipelines, implementing cryptographic controls, and ensuring data provenance and compliance across the machine learning lifecycle.
Role type
Senior IC AI Security Engineer
Builds
Secure AI/ML systems and compliant data pipelines for CAD and simulation software
Domain
Industrial software, Computer Aided Design (CAD), AI/ML Security
Deliverable
production ML models
Required skills
AI/ML lifecycle security, cryptographic mechanisms, data provenance tracking, AI vulnerability testing, threat modeling, compliance auditing, data lineage tools, prompt injection defense
Preferred skills
CISSP, CCSP, cloud AI security credentials
Technologies
DVC, OpenLineage, Apache Atlas, OpenMetadata
Responsibilities
Secure model pipelines (CI/CD for ML/MLOps), implement access controls for data provenance, track end-to-end data lineage, conduct AI impact assessments and bias audits, perform AI vulnerability testing against attacks like prompt injection and data poisoning, maintain data bill of materials and model documentation
Seniority
Senior, hands-on IC