Why This Job is Featured on The SaaS Jobs
This Product Manager remit sits at an important intersection in modern SaaS: shipping broadly useful product capabilities while meeting the higher assurance bar demanded by regulated, high trust, and public sector deployments. “Sensitive deployments” in AI products bring SaaS concerns like reliability, observability, and access control into direct contact with policy interpretation, privacy constraints, and real world misuse risk.
For a SaaS career, the role builds durable product judgment around how platform controls are designed, measured, and operationalised. Work on readiness criteria, residual risk metrics, and enforcement workflows translates well to enterprise SaaS environments where governance, auditability, and customer specific constraints shape what can be launched. The cross functional surface area described also mirrors how mature SaaS organisations align product decisions with legal, security, and operations.
This role tends to suit product leaders who enjoy ambiguity and can turn threat models and policy goals into concrete systems, instrumentation, and launch playbooks. It also fits those drawn to platform style product work where success depends on reusable capabilities and clear interfaces, rather than single feature delivery.
The section above is editorial commentary from The SaaS Jobs, provided to help SaaS professionals understand the role in a broader industry context.
Job Description
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 the following job duties, potentially resulting in the withdrawal of a conditional offer of employment: protect computer hardware entrusted to you from theft, loss or damage; return all computer hardware in your possession (including the data contained therein) upon termination of employment or end of assignment; and maintain the confidentiality of proprietary, confidential, and non-public information. In addition, job duties require access to secure and protected information technology systems and related data security obligations.
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