AI Data Strategy Program Manager - AI Data Service Operations (Safety Model Operations)

TikTok; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok Singapore is seeking an experienced Data Delivery Manager to lead end-to-end data production for safety model training and evaluation. You will translate business needs into scalable data solutions, coordinate across algorithm, product, annotation and operations teams, and drive timely, high-quality delivery.

The role emphasizes process standardization, quality control, and continuous improvement through metrics, retrospectives, and tooling.

Qualifications

• Bachelor's degree or higher in CS/DS/AI or related field with 5+ years of relevant experience.
• Strong problem decomposition and ability to translate business needs into data strategies.
• Extensive full-cycle project management and process design experience.
• Solid knowledge of ML data production pipelines (data collection/annotation to model evaluation).
• Proficient in SQL and Excel for analyses and retrospectives.
• Excellent cross-functional communication and leadership in fast-paced environments.
• Self-driven with ownership mindset to deliver results.

Responsibilities

• Lead end-to-end delivery of data safety model training and evaluation data.
• Translate business goals into scalable data production strategies.
• Develop and optimize standardized processes and quality systems.
• Coordinate with algorithm, product, annotation, and operations teams; manage timelines.
• Build retrospective mechanisms and drive continuous delivery improvements.

Skills

Project management

Data pipelines

SQL

Excel

Cross-functional leadership

Documentation

Problem solving

Education

Bachelor's degree in CS/DS/AI or related field

Tools

Python

R

Airflow

Job description

Responsibilities

Our Company will be prioritizing applicants who have a current right to work in Singapore, and do not require Our Company's sponsorship of a visa.

About the Team

The AI Data Service and Operations (ADSO) team is responsible for providing safety and non-safety data annotation services and search operation services for all of the company's international products, which can also help international products build their own data ecological security.

What will I do?

1. Responsible for end-to-end project delivery management for content safety model training and evaluation data — from requirements analysis and solution design to execution and continuous optimization — ensuring projects are completed efficiently and with high quality.
2. Deeply understand business goals and data requirements from algorithm, product, and other teams. Lead the development and iteration of data production strategies, transforming complex business problems into actionable, scalable data solutions.
3. Establish and continuously optimize standardized processes, operational guidelines, and quality systems for data production. Identify efficiency bottlenecks and quality risks, and improve delivery efficiency and stability through mechanism design, tooling, and automation.
4. Act as the core driver of projects, coordinating with algorithm, product, annotation, operations, and other cross-functional teams. Manage project timelines, identify and resolve blockers and risks to ensure objectives are met.
5. Build quality assessment and retrospective mechanisms for project delivery. Use data monitoring, root cause analysis, and case studies to drive continuous improvement in delivery quality and team effectiveness, while establishing reusable best practices.

Qualifications

Minimum Qualifications

1. 1. Bachelor's degree or higher in Computer Science, Data Science, Statistics, Information Management, Artificial Intelligence, or related fields along with 5 years of relevant working experience.
2. 2. Excellent logical thinking and problem decomposition skills. Ability to quickly grasp business needs and design practical, executable data production strategies and plans.
3. 3. Strong experience in full-cycle project management and process design/standardization. Skilled at identifying optimization opportunities and driving improvements; possesses systems-thinking and solution architecture mindset.
4. 4. In-depth knowledge of machine learning and large model data production pipelines, including key stages and quality control points in “data collection/annotation — model training — model evaluation”.
5. 5. Solid data analysis skills to identify process issues and opportunities via insights; proficient with SQL and Excel for analysis and retrospectives.
6. 6. Outstanding cross-functional communication and project leadership skills. Able to align resources and drive execution; clear logic and rigorous documentation skills for high-quality project docs and reports.
7. 7. Highly self-driven with strong ownership mindset; capable of proactively solving problems and delivering results in a fast-paced, multi-task environment.

Preferred Qualifications

• - Experience in model data production, data labeling/annotation project management, or data solution design.
• - Hands-on experience with data analysis tools/languages (Python, R).
• - Background in process automation, tool development, or building quality management systems.
• - Experience with AI Agents, LLMs, or Prompt Engineering is a strong plus.

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.