Machine Learning Engineer Graduate (Global E-Commerce, Platform Governance) - 2027 Start
Graduate machine learning engineer on TikTok's global e-commerce platform governance team in Singapore: builds risk-detection models to identify low-quality merchants, products, and creators using graph learning, sequence models, and LLM/AI-agent techniques (PyTorch, TensorFlow, DGL), plus large-scale graph storage and data platforms.
- Compensation
- SGD 8K–SGD 16K / mo
- Location
- Singapore
- Work setup
- Not specified
- Seniority
- Junior
- Employment
- Not specified
- Experience
- Not specified
- Category
- Ml / AI
- Posted
Skills
Must have
- Completing or recently completed a Bachelor's or Master's degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline
- Solid coding skills; familiar with deep learning/graph neural network/machine learning frameworks such as PyTorch, TensorFlow, DGL, PyG, sklearn
- Familiar with one or more algorithms in machine learning/graph learning/sequence learning (graph modeling, timing signal modeling, node/subgraph classification, community mining, representation learni
- Experience building or contributing to AI-Agent projects (agent workflow design, tool/function calling, multi-agent collaboration, or LLM-based application development)
- Relevant industry experience with a solid theoretical foundation of machine learning
- Must be able to commit to an onboarding date by the end of the year
Nice to have
- Good teamwork and communication skills; practical experience in relevant business scenarios
- Published papers in high-level computer science conferences (ACL, EMNLP, NIPS, AAAI, etc.) or competition experience
- Familiar with applying related algorithms in data mining, search recommendation, content understanding, and governance risk control
- Skilled in numpy and pandas; familiar with big data tools such as Hive, Spark, Hadoop
Full description
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.
About the Team
The team use the most advanced AI technology to combat various risks/violations in our E-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk detection capability. The fairness and sustainability of the e-commerce ecosystem, high-quality content and merchandise are areas where we are constantly striving for improvement.
We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.
Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.