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Senior Product Manager, Trust and Safety - AI Safety

United States Employment contract 138000.00 - 186000.00 USD / Year · Job Posted June 29, 2026
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Job Description

Bluesky’s mission is to build an open protocol for the social internet. As Bluesky continues to grow and explore new product surfaces, Trust & Safety needs to be embedded early in product strategy, design, and launch readiness. We’re looking for a Senior Product Manager, Trust & Safety and AI Safety to serve as the primary product partner between Trust & Safety, Product, Engineering and Legal. This person will own our product risk assessment process, lead operational readiness for AI-adjacent product work, and help ensure new features are built with safety considerations from the start. This is a high-context, cross-functional role for someone who can move between strategy and execution: understanding emerging product risks, translating them into clear operational requirements, driving alignment across teams, and building repeatable systems that help Bluesky ship quickly and responsibly.

Job Responsibility

  • Own the product risk assessment process end-to-end for new feature launches, including intake, scoping, risk categorization, mitigation tracking, launch readiness, and post-launch review
  • Serve as the primary trust & safety liaison to product and engineering for new product development, ensuring safety considerations are included early in specs, roadmap conversations, and launch planning
  • Lead trust & safety product thinking for AI-adjacent product work, including harm framework operationalization, launch readiness, tooling needs, queue impact, escalation paths, moderator training, and communications posture
  • Build and maintain repeatable launch readiness frameworks for trust & safety, including checklists, templates, trackers, and feedback loops from post-launch moderation and operational observations
  • Partner with product, engineering, policy, legal, comms, and operations to identify risks, define mitigations, and clarify ownership across complex or ambiguous product launches
  • Establish a forward-looking roadmap for trust & safety product needs, including internal tooling, AI safety capabilities, detection systems, queue routing, escalation infrastructure, reporting, and risk dashboards
  • Act as the trust & safety product counterpart in roadmap reviews, product planning rituals, spec reviews, and launch readiness checks
  • Translate operational trust & safety needs into product requirements that engineering and product can act on
  • Identify strategic opportunities where trust & safety systems, automation, tooling, or process improvements can compound over time
  • Help move trust & safety from a reactive review function to a proactive product partner embedded in how Bluesky builds

Requirements

  • Experience in product management, trust & safety, integrity, platform safety, AI safety, risk, or a closely related field
  • Experience working on consumer products at scale, especially products with user-generated content, social interactions, recommendations, messaging, AI features, or other high-risk surfaces
  • Strong at identifying product risks early and translating them into practical mitigations, operational requirements, and launch criteria
  • Can build systems from scratch: intake processes, risk assessment frameworks, launch readiness checklists, product requirements, trackers, and cross-functional operating rhythms
  • Comfortable working across Product, Engineering, Policy, Legal, Comms, and Operations, and can drive clarity when ownership is ambiguous
  • Strong product judgment and can balance user experience, safety, operational feasibility, legal exposure, and company velocity
  • Thoughtful about AI safety and can reason about how AI-enabled features may create new forms of user harm, abuse, manipulation, operational burden, or regulatory risk
  • Communicates clearly in writing and can create crisp documentation that helps teams make decisions
  • Likes working on small, fast-moving teams with high autonomy
  • Excited to help build the safety foundations for an open social protocol

What we offer

  • Health, dental, and vision insurance
  • Equity

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