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OpenAI

Program Manager, Critical Harm Operations

OpenAI is hiring a Program Manager, Critical Harm Operations for a remote role open to applicants in Canada. Level rates it ; you can apply on OpenAI.

Level's read on this job

  • Level rates this role Works on AI ●●●○: the daily work is on AI products, without building the model.
  • The posting lists this role as remote.
  • Tools and skills the posting cites include AI research, program management and operations.
  • Level lists 792 other open roles at OpenAI.
  • The role was posted in the last few days.

AI in this role

Lead strategic operational builds and safety programs for AI safety and critical harm operations at OpenAI.

ai-researchprogram-managementoperationscross-functional-leadershiprisk-management

About the Team

Critical Harm Operations sits within User Safety & Risk Operations and builds enforcement systems for Frontier Risk and Material Harm that are accurate, fast, defensible, and built to scale. We turn policy intent into operational readiness, review standards, quality systems, escalation paths, automation guardrails, and durable cross-functional operating models.

About the Role

We are looking for an exceptional Program Manager to help build durable operating systems and run some of OpenAI’s most complex safety operations. The core need is a high-agency operator who can take an ambiguous problem, create the right structure, align cross-functional partners, and drive the work through execution.

This role will move across Critical Harm priorities as needs evolve. You may step into operationalizing national security or violent-activities workflows, support wellbeing and Frontier Risk initiatives, or help scale programs such as Trusted Access. Deep domain expertise is helpful but not required; the strongest candidates will learn quickly, exercise excellent judgment, and make complex programs move.

This Toronto-based role is currently remote and is expected to transition to an in-office arrangement by end of year.

In this role, you will:

  • Lead strategic operational builds across priority workflows from problem statement to implemented operating model, including scope, owners, milestones, risks, success measures, and execution cadence.

  • Translate policy, safety, technical, legal, and operational constraints into workflows, requirements, playbooks, escalation paths, and decision-making structures that teams can execute.

  • Coordinate with User Ops leadership, Product Policy, Integrity, Safety Systems, i2, Legal, Product, Engineering, Support, vendors, and other partners to resolve dependencies and keep critical work moving.

  • Move in and out of workflows as priorities shift—standing up new programs, stabilizing operations, improving handoffs, and transitioning durable ownership to the right team.

  • Use operational data and frontline signals to identify bottlenecks, quality gaps, capacity needs, ownership failures, and the highest-leverage interventions.

  • Drive high-priority escalations and cross-functional decisions to closure, ensuring the right context, accountable owners, clear next steps, and durable follow-up.

  • Create the mechanisms that make programs run well: roadmaps, decision logs, status updates, risk registers, operating reviews, and crisp executive communication.

  • Identify where AI tools, automation, lightweight systems, or simpler workflows can improve speed, consistency, and scale while preserving appropriate human judgment.

You might thrive in this role if you:

  • Have 8+ years of experience in program management, strategy and operations, product operations, technical program management, trust and safety, support operations, risk operations, implementation, or a related field.

  • Experience in cybersecurity, biosecurity, or related risk and safety operations is a plus

  • Have a track record of taking complex, ambiguous work from problem framing through launch and scaled operation.

  • Are unusually organized, sharp, and execution-focused; you can manage many moving pieces without losing the few decisions that matter most.

  • Build trust and drive alignment across teams without direct authority, while keeping ownership, accountability, and escalation paths clear.

  • Are technically and analytically fluent enough to reason about data flows, dashboards, tooling gaps, automation, and failure modes—even if you are not writing production code.

  • Communicate clearly with technical, operational, policy, and executive audiences, especially when tradeoffs are sensitive or evidence is incomplete.

  • Operate calmly and flexibly in a fast-moving environment, learn new domains quickly, and are comfortable handling high-severity or sensitive work.

  • Experience with vendor operations, QA programs, launch readiness, workflow automation, or AI-assisted operations.

Nice to have:

  • Experience in customer support or other high-stakes scaled operations.

  • Deep expertise with national security, violence or other severe-harm domains.

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.

To notify OpenAI that you believe this job posting is non-compliant, please submit a report through this form. No response will be provided to inquiries unrelated to job posting compliance.

We are committed to providing reasonable accommodations to applicants with disabilities, and requests can be made via this link.

OpenAI Global Applicant Privacy Policy

At OpenAI, we believe artificial intelligence has the potential to help people solve immense global challenges, and we want the upside of AI to be widely shared. Join us in shaping the future of technology.

How we rate this

Program Manager, Critical Harm Operations at OpenAI rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

AI ResearchProgram ManagementOperationsCross Functional LeadershipRisk Management

Questions you could be asked

  1. Tell me about a research question you investigated. What did you find?
  2. Tell me about a project where program management was part of your work. What did you do?
  3. Tell me about a project where operations was part of your work. What did you do?
  4. Tell me about a project where cross functional leadership was part of your work. What did you do?
  5. Tell me about a project where risk management was part of your work. What did you do?

Adapt your resume

  • List these exact terms on your resume: AI Research, Program Management, Operations, Cross Functional Leadership, and Risk Management. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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