LIVE Policy Deployment Manager, APAC - Trust and Safety
TikTok.com
Office
Singapore, Singapore
Full Time
About the team
The Trust & Safety LIVE Policy Deployment Team serves as the cornerstone of end-to-end policy implementation across human and machine moderation systems. We integrate T&S Policy Framework standards, regional compliance requirements, and operational practicality to develop future-ready deployment strategies—ensuring seamless adaptation to AI-driven moderation environments. Our responsibilities encompass process design, deployment prioritization, policy testing, pre-launch validation, and post-implementation monitoring, enabling the LIVE ecosystem to scale safely and responsibly.
About the role
As a LIVE Policy Deployment Manager, you will lead cross-functional initiatives to accelerate policy implementation for LIVE business lines. You’ll collaborate with T&S Operations, Product, Algorithms, Training, Data Science, Platform, and Policy teams to architect deployment schedules, streamline processes, and solve high-stakes policy challenges. Your leadership will directly impact the quality and efficiency of moderation systems, ensuring policies are not only compliant but also actionable, scalable, and optimized for AI integration into policy deployment.
Responsibilities
- Manage end-to-end LIVE policy deployment planning, including roadmap, prioritization framework, and resource allocation to align with business goals and risk mitigation
- Drive alignment across stakeholders (Ops, Product, Algo, Data Science) to execute high-impact/risk policy cascades, ensuring timely and consistent implementation across human and machine moderation workflows.
- Optimize pre-launch assessment, policy testing, and training methodologies to enhance deployment speed and accuracy in dynamic LIVE environment
- Oversee the full lifecycle of LIVE policy implementation—from development to deployment—ensuring adherence to T&S standards while solving critical operational bottlenecks
- Partner with other Policy teams and Platform teams to customize tooling solutions, embed AI-driven efficiencies into LIVE policy management, and future-proof LIVE systems for evolving moderation needs.
- Design and validate policy initiatives through data-driven experiments, leveraging insights to refine deployment approaches and drive continuous improvement
The Trust & Safety LIVE Policy Deployment Team serves as the cornerstone of end-to-end policy implementation across human and machine moderation systems. We integrate T&S Policy Framework standards, regional compliance requirements, and operational practicality to develop future-ready deployment strategies—ensuring seamless adaptation to AI-driven moderation environments. Our responsibilities encompass process design, deployment prioritization, policy testing, pre-launch validation, and post-implementation monitoring, enabling the LIVE ecosystem to scale safely and responsibly.
About the role
As a LIVE Policy Deployment Manager, you will lead cross-functional initiatives to accelerate policy implementation for LIVE business lines. You’ll collaborate with T&S Operations, Product, Algorithms, Training, Data Science, Platform, and Policy teams to architect deployment schedules, streamline processes, and solve high-stakes policy challenges. Your leadership will directly impact the quality and efficiency of moderation systems, ensuring policies are not only compliant but also actionable, scalable, and optimized for AI integration into policy deployment.
Responsibilities
- Manage end-to-end LIVE policy deployment planning, including roadmap, prioritization framework, and resource allocation to align with business goals and risk mitigation
- Drive alignment across stakeholders (Ops, Product, Algo, Data Science) to execute high-impact/risk policy cascades, ensuring timely and consistent implementation across human and machine moderation workflows.
- Optimize pre-launch assessment, policy testing, and training methodologies to enhance deployment speed and accuracy in dynamic LIVE environment
- Oversee the full lifecycle of LIVE policy implementation—from development to deployment—ensuring adherence to T&S standards while solving critical operational bottlenecks
- Partner with other Policy teams and Platform teams to customize tooling solutions, embed AI-driven efficiencies into LIVE policy management, and future-proof LIVE systems for evolving moderation needs.
- Design and validate policy initiatives through data-driven experiments, leveraging insights to refine deployment approaches and drive continuous improvement
LIVE Policy Deployment Manager, APAC - Trust and Safety
Office
Singapore, Singapore
Full Time
October 9, 2025