# Senior Product Manager, Trust and Safety - AI Safety

**Company:** [Bluesky Social](https://hotfix.jobs/companies/bluesky)
**Location:** Remote
**Role:** Product Management
**Salary:** $138k – $186k/yr
**Experience:** 5+ years
**Skills:** Product Management, Trust & Safety, Ai Safety, Risk Assessment, Product Risk Assessment, Launch Readiness, Cross-Functional Collaboration, Product Requirements, Roadmapping, Operational Frameworks
**Posted:** 2026-06-24

> Senior PM owning product risk assessment, AI safety, and launch readiness for Trust & Safety at Bluesky. Partners with Product, Engineering, and Legal to embed safety into new features and build scalable frameworks.

## Job Description

## 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.

## 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 ability to identify product risks early and translate them into practical mitigations, operational requirements, and launch criteria.
- Experience building 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.
- Communicate clearly in writing and can create crisp documentation that helps teams make decisions.
- Like working on small, fast-moving teams with high autonomy.

## Nice-to-Haves
- Proximity and willingness to travel to San Francisco, Seattle, or team offsites.

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