Senior Product Manager overseeing AI and compliance systems to ensure user safety at Care.com. Driving initiatives in Trust & Safety within a mission-driven environment.
Responsibilities
Lead the Trust & Safety product roadmap, from problem discovery through execution, measurement, and iteration.
Design and launch AI-driven systems for content safety, behavior monitoring, and proactive risk detection.
Partner with Data Science to train and deploy ML and generative AI models that enhance fraud, abuse, and background check capabilities.
Develop frameworks for AI safety, explainability, and compliance, ensuring all models and decisions align with ethical and regulatory standards.
Collaborate cross-functionally with Policy, Legal, Customer Care, and Engineering to align product strategy with operational and compliance goals.
Define and track Trust & Safety OKRs, balancing platform integrity, user trust, and business growth.
Use experimentation, data analysis, and insights to drive continuous improvement in detection systems and response efficiency.
Advocate for a user-centered safety culture across the organization — ensuring care, empathy, and fairness guide every decision.
Requirements
4-6 years of product management experience, with at least 3+ years in AI, ML, or data-centric product development.
Experience building or scaling Trust & Safety, content moderation, or risk mitigation systems.
Proven ability to lead technical product work — partnering with engineers and data scientists on model design, APIs, and backend systems.
Deep understanding of AI/ML technologies, including model development, prompt engineering, evaluation, and safety controls.
Strong analytical skills; able to interpret data, identify trends, and drive data-informed decisions.
Excellent collaboration and stakeholder management — comfortable working across Legal, Policy, and Operations.
Strategic thinker who thrives in ambiguity, able to balance innovation speed with responsible AI principles.
Degree in Computer Science, Engineering, Data Science, or related quantitative field (preferred).
Benefits
Competitive compensation, equity, and comprehensive benefits.
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