Privacy & AI Counsel
Privacy & AI Counsel roles advise cross-functional teams on data protection, AI governance, and regulatory compliance as AI products develop and scale globally. Day-to-day, these professionals conduct privacy impact assessments, draft data processing agreements, counsel product and engineering teams on responsible AI deployment, monitor evolving regulations across jurisdictions, and help translate complex legal requirements into practical business solutions. What distinguishes this role from general corporate counsel is its deep technical engagement with AI systems—advising on model training data, synthetic data use, biometric technologies, content moderation policies, and dual-use risks—while balancing innovation with safety and compliance. These roles typically sit within Legal or Privacy offices at AI-focused companies, working closely with Product, Engineering, Research, and Trust & Safety teams to embed privacy-by-design and responsible AI principles throughout development cycles.
Skills
What companies are looking for in this role.
Advising cross-functional product and engineering teams on legal issues related to AI systems and their development
Researching and advising on regulatory frameworks applicable to AI products and services
Drafting, reviewing, and negotiating data processing agreements and privacy-related contracts
Developing and maintaining privacy compliance programs and governance frameworks
Monitoring and staying current with evolving privacy laws and AI-related regulatory developments
Conducting privacy impact assessments and data protection impact assessments
Developing legal strategy for emerging technologies and novel use cases without established regulatory frameworks
Supporting incident response and data subject rights requests related to privacy breaches
Managing vendor and third-party onboarding with privacy and compliance oversight
Handling copyright, intellectual property, and data rights issues in AI contexts
Identifying and mitigating legal risks in AI model development, training, and deployment
Advising on AI safety governance, responsible AI practices, and policy frameworks for model behavior
Developing usage policies and enforcement guidelines for AI products including content moderation and age-appropriate design
Building scalable legal infrastructure, templates, and automated compliance workflows
Evaluating fairness, safety, and bias implications in AI model outputs and design
Assessing and managing dual-use risks, biosecurity concerns, and misuse potential in AI systems
Collaborating effectively with technical teams including product managers, engineers, and security professionals
Translating complex legal and regulatory requirements into actionable product guidance
Communicating complex legal concepts clearly to non-legal stakeholders
Working autonomously and making sound legal judgments in ambiguous, fast-moving startup environments
Designing and delivering training programs on privacy best practices and compliance
Leading cross-functional projects and managing privacy legal function teams
Technology
The tools and technologies that define this role.
Open Jobs
17 open Privacy & AI Counsel jobs across 12 companies.
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