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 a