AI Security & Data Provenance Engineer

Siemens AG; Milford Charter Township (MI); Hybrid; USD 110,000 - 198,000; Full time

Benefits offered by this job

Health and wellness benefits

Job summary

Siemens Software is seeking an AI Security engineer to implement security controls across the AI/ML lifecycle, ensuring provenance and regulatory compliance. You will secure ML pipelines, model governance, and data lineage across multi-source ingestion, collaborating with legal and engineering teams.

Qualified candidates have ML lifecycle knowledge, cryptographic controls, and experience with data provenance tools. Hybrid role in Livonia, MI or Milford, OH with strong benefits.

Qualifications

• Bachelor’s or Master’s degree in CS, Cybersecurity, Data Science, or related field.
• Deep understanding of the ML lifecycle and data governance.

Responsibilities

• Secure model pipelines (CI/CD for ML / MLOps).
• Implement cryptographic controls for data provenance and access control.
• Track end-to-end data provenance and data lineage documentation.
• Ensure compliance with data/AI usage guidelines and regulations.
• Conduct AI impact and bias audits across multi-source data pipelines.
• Perform AI vulnerability testing and threat modeling.
• Work with data lineage/versioning tools (DVC, OpenLineage, Atlas, OpenMetadata).
• Bridge engineering with legal/compliance teams.

Skills

Threat modeling

Data provenance

AI security

CI/CD for ML

Cross-functional collaboration

Education

Bachelor's or Master's in CS/Cybersecurity/Data Science/Info Systems

Tools

DVC

OpenLineage

Apache Atlas

OpenMetadata

Job description

Siemens Software is seeking an AI Security engineer to implement security controls across the AI/ML lifecycle, ensuring provenance and regulatory compliance. You will secure ML pipelines, model governance, and data lineage across multi-source ingestion, collaborating with legal and engineering teams.

Qualified candidates have ML lifecycle knowledge, cryptographic controls, and experience with data provenance tools. Hybrid role in Livonia, MI or Milford, OH with strong benefits.