AI Privacy Risk Analyst: Disclosure & Model Safety

Steampunk; Bloomington (IL); On-site; USD 115,000 - 150,000; Full time

Job summary

Steampunk seeks a Privacy & Disclosure-Risk Analyst to evaluate privacy and data disclosure risks in AI/ML models and federated learning environments. You will perform technical privacy testing and analyze results to guide risk mitigation with cross-functional teams.

The role requires strong understanding of ML privacy, data protection, and risk management, plus clear communication with technical and business stakeholders.

Qualifications

• Bachelor’s degree in CS/Data Science/AI/ML or equivalent.
• 5+ years in cybersecurity, data privacy, or AI/ML security.
• Experience assessing privacy, data exposure, or disclosure risks in technical systems.
• Knowledge of AI/ML privacy attack techniques (model leakage, membership inference, etc.).
• Understanding federated learning concepts and privacy-preserving controls.
• Ability to analyze testing results and communicate risks.

Responsibilities

• Assess privacy and disclosure risks for AI/ML models and federated environments.
• Conduct model leakage and membership-inference testing.
• Evaluate disclosure risks and recommend mitigations.
• Collaborate with ML engineers, data scientists, and security teams.
• Document methodologies, findings, and risk assessments.
• Communicate risks to technical and non-technical stakeholders.

Skills

Analytical thinking

Communication

Collaboration

Problem-solving

Technical testing

Education

Bachelor’s degree in computer science or related field

Tools

Python

Job description

Steampunk seeks a Privacy & Disclosure-Risk Analyst to evaluate privacy and data disclosure risks in AI/ML models and federated learning environments. You will perform technical privacy testing and analyze results to guide risk mitigation with cross-functional teams.

The role requires strong understanding of ML privacy, data protection, and risk management, plus clear communication with technical and business stakeholders.