Senior Product Manager, Trust and Safety - AI Safety

Trust \& Safety Remote (overlap with PST) Full\-time 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. ### **Responsibilities:** * 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. ### **You might be a good fit if you:** * Have experience in product management, Trust \& Safety, integrity, platform safety, AI safety, risk, or a closely related field. * Have worked on consumer products at scale, especially