AI Project Manager (Model Evaluation) - AI Data Service Operations

TikTok; Singapore; On-site; SGD 100,000 - 170,000; Full time

Job summary

TikTok is seeking a Project Manager for its Eco Governance team in Singapore. You will lead end-to-end AI data annotation projects, driving efficiency, quality, and on-time delivery while coordinating with cross-functional teams across QA, vendors, and business units.

You will translate product needs into labeling plans, monitor performance, and push for process improvements and automation. Mandarin and English fluency are required to support Mandarin-language content.

Qualifications

• 5+ years of project/program management experience in AI data annotation environments or related fields.
• Fluency in Mandarin and English; Mandarin is essential for Mandarin-language content.
• Strong data skills and experience with data-driven performance analysis.

Responsibilities

• Lead end-to-end data annotation projects and manage multiple projects to meet targets.
• Serve as primary interface for internal requests, translating needs into labeling requirements.
• Establish governance and cross-functional collaboration across QA, vendor, and business teams.
• Monitor dashboards and perform root-cause analysis to maintain quality and efficiency.
• Drive continuous process improvements and automation with tooling teams.

Skills

Project management

AI data annotation

Mandarin proficiency

English proficiency

Data analysis

Excel/SQL

Tools

Excel

SQL

Dashboard tools

Job description

Responsibilities

About the Team

The AI Data Service and Operations (ADSO) team provides safety and non-safety data annotation services, search operation services, and customer services for TikTok's international products, helping them to build their own data ecological security. In order to optimize user experience while upholding negative content governance on our platforms, the Eco Governance team within ADSO focuses on data labeling work to support online content strategies and AI/LLM model development.

As a Project Manager in the Eco Governance team, you will be responsible for managing the end-to-end delivery of AI data annotation projects, driving operational efficiency and quality. You will play a key role developing robust project implementation plans, monitoring and analysing project performance, coordinating with multiple stakeholders, and driving continuous improvement and process optimisation, ensuring that project targets and timelines are achieved.

Responsibilities

• Lead data annotation projects: manage the end-to-end execution of multiple projects, ensuring performance targets and SLAs are met.
• Serve as the primary stakeholder interface for key internal requestors: translate product or business needs into clear labeling project requirements, align on targets, support workforce management planning, and develop delivery plans.
• Drive delivery governance and cross-functional collaboration: establish operating rhythms, execution reviews, and escalation frameworks across QA, vendor, and business teams.
• Leverage data to manage performance: monitor dashboards, detect anomalies, and perform data and root cause analysis to maintain quality and efficiency.
• Lead continuous improvement efforts: identify process gaps, design and implement workflow optimizations, and partner with tooling teams to drive automation and scalability.
• Risk and change management: proactively identify delivery risks, propose mitigation plans, and lead through operational transitions.
• Deliver strategic reporting: synthesize project data into insights and recommendations for leadership and cross-functional partners.

Qualifications

Minimum Qualification(s)

• 5 years of project/program management experience in AI data annotation environments, large-scale data operations, content moderation, or related fields.
• Proficiency in both spoken and written Mandarin and English is required. Mandarin is essential as the projects you will handle involve Mandarin-language content, while English serves as the primary working language.
• Track record of driving successful project and operational execution with cross-functional teams and third-party vendor partners.
• Strong data skills (Excel, SQL, dashboard development) and experience with using data-driven approaches to analyse performance and conduct root cause analysis.
• Experience in driving continuous operational quality optimization and process improvement.
• Ability to independently learn and own multiple projects/work streams, while being able to prioritize tasks and timelines.
• Excellent stakeholder management and communication skills, with proven experience collaborating with regional or global teams in a fast-paced environment.

Preferred Qualification(s)

• Familiarity with model/LLM training and evaluation.
• Experience working with or implementing machine labeling or hybrid (machine-human) labeling workflows.
• Certification in Project Management (PMP, Agile, or Lean Six Sigma).

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.

We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.