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.
Developing and implementing privacy governance frameworks, policies, and controls that translate principles into operational practices
Partnering with cross-functional teams including product, engineering, research, and security to integrate privacy and compliance into development processes
Advising on compliance with global privacy regulations including GDPR, CCPA/CPRA, and emerging international privacy laws
Conducting privacy impact assessments, data protection impact assessments, and privacy risk evaluations
Drafting, reviewing, and negotiating data processing agreements and privacy-related contractual terms
Monitoring and interpreting evolving regulatory developments and translating them into practical business guidance
Designing and implementing privacy-by-design principles and processes throughout product development lifecycles
Setting strategy and roadmaps for privacy programs, including policy development and governance backbone design
Managing vendor and third-party privacy assessments, including cloud providers, data processors, and service providers
Building scalable compliance processes and operational frameworks that enable rapid growth
Managing cross-border data transfer compliance, including Standard Contractual Clauses and adequacy determinations
Supporting privacy incident response and data breach notification processes
Advising on copyright and intellectual property considerations related to training data and AI model development
Building and leading privacy legal functions or compliance teams from early-stage development
Advising on AI-specific legal and regulatory risks, including data usage for model training, copyright considerations, and algorithmic accountability
Advising on privacy implications of emerging technologies including biometric data, voice technologies, and AI systems
Advising on policy design for responsible AI deployment, including age-appropriate design and content governance
Automating repetitive compliance tasks and building tools to scale legal advisory work
Collaborating with legal, security, and product teams to balance innovation velocity with regulatory compliance and risk mitigation
Communicating complex legal and technical concepts clearly to diverse audiences including non-legal stakeholders
Demonstrating problem-solving and sound judgment in ambiguous, rapidly-evolving legal and technical environments
Managing relationships with internal and external stakeholders including regulators, auditors, and board-level reporting
Developing training programs and fostering privacy awareness and compliance culture across organizations
Technology
The tools and technologies that define this role.
Open Jobs
17 open Privacy & AI Counsel jobs across 10 companies.
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