Ground every answer in facts on this page and the original listing. We never invent Glassdoor-style reviews or salaries that are not in our data.
Be ready to walk through an ML project end to end, defend metrics when false positives are costly, and explain how e-commerce governance differs from engagement ranking. Practice clear explanations for non-ML stakeholders and simple system-design for review queues plus model monitoring.
Best fit if you want early-career applied ML on TikTok commerce governance in Singapore and care about enforcement quality over flashy consumer features. The listing is Singapore-based, not remote.
On TikTok’s graduate ML track for global e-commerce governance, a typical day likely mixes reviewing labeled risk cases, iterating classifiers or ranking signals for policy/enforcement quality, and checking error tradeoffs with product and ops partners. Expect documentation, experiments, and handoffs that keep marketplace rules consistent across regions from the Singapore base.
No. The listing is Singapore with remote flagged off.
ML work that supports policy, risk, and enforcement quality for TikTok commerce—not only feed ranking.
No salary figures and no certification resources were in the supplied data.
Website: tiktok.com
Public cache only — not an employee review.
ML Engineer (Graduate) for Global E-Commerce Governance at TikTok in Singapore Position Summary TikTok, based in Singapore, is seeking a talented software/ML engineer to advance risk analytics, graph-based models, and scalable AI systems for e-commerce and content governance. You will work with PyTorch, TensorFlow, and graph learning frameworks to build data models, contribute to live systems, and explore cutting-edge techniques. Day-to-Day Responsibilities Develop and maintain advanced machine learning models using Python, PyTorch, and TensorFlow. Implement scalable AI solutions for e-commerce and content governance. Contribute to the development of graph-based models for risk analytics. Explore and apply cutting-edge techniques in machine learning and artificial intelligence. Collaborate with a global team to solve real-world challenges. Who We're Looking For We are seeking an experienced ML engineer who has a strong background in software engineering, machine learning, and data science. You should have experience working with PyTorch, TensorFlow, or similar frameworks. A graduate degree in Computer Science, Data Science, or related fields is preferred. About the Company TikTok is a global leader in social media and e-commerce governance, offering a unique opportunity to work on cutting-edge AI technologies that impact millions of users worldwide. Join our team and contribute to shaping the future of online content and commerce. How to Apply To apply, complete your application directly on this page, or you'll be redirected to TikTok's application platform to finish submitting there.
Generated for personal interview prep · 2026-08-24 UTC · getajob.ai