Machine Learning Engineering Manager - TikTok BRIC Live Integrity

Team Overview

The Business Risk Integrated Control (BRIC) team is missioned to protect ByteDance users, including and beyond content consumers, creators, advertisers; secure platform health and community experience authenticity; build infrastructures, platforms and technologies, and collaborate with many cross‑functional teams and stakeholders.

The BRIC team works to minimize the damage of inauthentic behaviors on ByteDance platforms (e.g. TikTok, CapCut, Lark), covering multiple classical and novel community and business risk areas such as account integrity, engagement authenticity, anti‑spam, API abuse, growth fraud, live streaming security and financial safety (ads or e‑commerce), etc.

The TikTok‑BRIC‑Live Integrity team is responsible for addressing ecosystem risks in TikTok content creation, distribution, and social interactions, with a focus on combating underground industries facilitated by fake accounts, large‑scale coordinated groups, and content or behaviors that harm community health and experience.

Position

We are looking for an experienced Machine Learning Engineering Manager to lead the Singapore site of the team, responsible for combating fake account registration and protecting the integrity of social engagement. You will be at the forefront of protecting our community, tackling unique and evolving challenges in a dynamic global environment. This role offers a significant opportunity to influence company strategy and build innovative solutions to ensure a safe and positive user experience.

Responsibilities

• Lead the technical direction and strategy for the team, focusing on community health and user safety.
• Develop, deploy, and maintain sophisticated machine learning models and strategies to detect and mitigate risks such as fake accounts and inauthentic engagement.
• Architect and build robust, scalable systems for real‑time risk detection and enforcement.
• Manage the day‑to‑day operations of the machine learning engineering team, fostering a culture of technical excellence, innovation, and continuous improvement.
• Partner closely with Product Managers, Data Scientists, and Operations teams to define the technical roadmap, set clear milestones, and ensure the timely delivery of key initiatives.
• Mentor and grow a team of talented engineers, providing technical guidance and career development support.
• Communicate complex technical concepts and project outcomes to both technical and non‑technical stakeholders.

Qualifications

Minimum Qualifications

• Proven experience as a manager with a strong track record of leading, mentoring, and growing a Machine Learning Engineering (MLE) team.
• Solid foundation in machine learning theory and practice, with demonstrated experience in areas like deep learning, NLP, graph‑based learning, or large‑scale classification systems.
• Excellent communication and collaboration skills, with the ability to work effectively in a cross‑functional, fast‑paced environment.

Preferred Qualifications

• Experience in the Trust & Safety, content moderation, anti‑spam, or risk control domain.
• Hands‑on experience building detection systems for fake accounts, coordinated networks (e.g., using graph neural networks), or harmful content at scale.
• Solid software engineering skills with proficiency in Python, SQL, and distributed computing frameworks (e.g., Spark, Flink, Hive).

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 an 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 ab