OpenAI· Product Management· San Francisco
Product Manager, Sensitive Deployments
Comp$347K – $385K
Classified Tasks (11)
Automate 0%Augment 82%Human-Only 18%
Augment (9)
AI assists, human decides
Define metrics and measurement frameworks for residual risk, decision quality, review quality, and mitigation effectiveness
analytical
Build agentic investigation and context-assembly workflows to detect and analyze complex, multi-step misuse patterns
technical
Create launch and deployment playbooks for sensitive customer, capability, and product contexts
operational
Translate policy and threat models into product controls, review workflows, measurement systems, and enforcement paths
technical
Design systems to detect, prevent, and respond to misuse across sensitive deployments
technical
Identify and prioritize high-consequence use cases for government and other high-risk domains and define deployment-readiness criteria
analytical
Build reusable Integrity capabilities for agentic detection and enforcement in privacy-constrained and zero-data-retention environments
technical
Design integrity controls and operational workflows tailored to zero-data-retention and privacy-constrained environments
operational
Develop controls and review workflows for agentic, multi-step workflows where harm can unfold across many steps
technical
Human-Only (2)
Requires human judgment
Own the roadmap and product strategy for sensitive-deployment Integrity controls and readiness criteria
leadership
Partner with Policy, Legal, Privacy, Safety Systems, User Operations, Government, and product teams to build shared Integrity capabilities
communication
Job description
OpenAI Careers ## Product Manager, Sensitive Deployments Product Management - San Francisco Apply now(opens in a new window) ## About the Team The Integrity team builds the systems OpenAI uses to understand, prevent, and respond to misuse across our products. We partner with Product, Policy, Safety Systems, User Operations, Security, Legal, Privacy, OpenAI for Government, and research teams to turn policy and threat models into product controls, review workflows, measurement systems, and enforcement paths. ## About the Role We are hiring a Product Manager to own Integrity's product strategy for sensitive deployments: contexts where model capability, customer or deployment setting, privacy constraints, and misuse potential make the operating bar unusually high. This includes government and other high stakes deployments, regulated or high-trust enterprise contexts, zero data retention and privacy-constrained environments, and agentic workflows where harm can unfold across many steps rather than a single prompt. The Sensitive Deployments PM will focus on high-consequence use cases relevant to government deployments and broader deployment-readiness questions for high-risk domains (e.g., healthcare), while building reusable Integrity capabilities for agentic detection and enforcements in these environments. This position is based in San Francisco, CA, with relocation assistance available. ## In this role, you will: * Own the roadmap for sensitive deployment Integrity controls and readiness criteria. * Define how we measure residual risk, decision quality, review quality, and mitigation effectiveness. * Build agentic investigation and context-assembly workflows for complex, multi-step misuse patterns. * Partner with Policy, Legal, Privacy, Safety Systems, User Ops, Government, and product teams to build shared capabilities. * Create launch and deployment playbooks for sensitive customer, capability, and product contexts. ## You might thrive in this role if you: * Have shipped complex product systems in AI, integrity, trust and safety, security, privacy, risk, government, regulated enterprise, or AI safety. * Can turn ambiguous policy and threat-model questions into product requirements, metrics, operational workflows, and tradeoff frameworks. * Are energized by agentic AI products and want to build the platform layer that makes them safer to deploy. * Care about security, privacy, and responsible deployment, while still wanting to build concrete product systems. **About OpenAI** OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. We push the boundaries of the capabilities of AI systems and seek to safely deploy them to the world through our products. AI is an extremely powerful tool that must be created with safety and human needs at its core, and to achieve our mission, we must encompass and value the many different perspectives, voices, and experiences that form the full spectrum of humanity. We are an equal opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, sex, sexual orientation, age, veteran status, disability, genetic information, or other applicable legally protected characteristic. For additional information, please see OpenAI’s Affirmative Action and Equal Employment Opportunity Policy Statement. Background checks for applicants will be administered in accordance with applicable law, and qualified applicants with arrest or conviction records will be considered for employment consistent with those laws, including the San Francisco Fair Chance Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act, for US-based candidates. For unincorporated Los Angeles County workers: we reasonably believe that criminal history may have a direct, adverse and negative relationship with th