Machine Learning Engineer (Anti Automation) - TikTok BRIC (Singapore)

5 days ago Be among the first 25 applicants Responsibilities Anti-Automation Solutions (AA) is part of Business Integrated Risk Control(BRIC) team. Automated fraud refers to technical methods used by hackers to perform API abuse at scale using scripts and tools. Our vision is to establish an industry-leading team with a focus on end-to-end defense-in-depth systems with privacy and business needs in mind. We are responsible for continuously iterating over identifying and combating automated fraud through client environment inspection, risky signals collection, trusted computing, traffic validation, data mining and producing a wide variety of tools and subject matter services for business lines. Job Description - Build machine learning solutions to respond to and mitigate business risks in TikTok products/platforms. Such risks include and are not limited to abusive accounts, fake engagements, spammy redirection, scraping, fraud, etc. - Improve modeling infrastructures, labels, features and algorithms towards robustness, automation and generalization, reduce modeling and operational load on risk adversaries and new product/risk ramping-ups. - Uplevel risk machine learning excellence on privacy/compliance, interpretability, risk perception and analysis. Qualifications Minimum Qualifications: - Master or above degree in computer science, statistics, or other relevant, machine-learning-heavy majors. - Solid engineering skills. Proficiency in at least two of them: Linux, Hadoop, Hive, Spark, Storm. - Strong machine learning background. Proficiency or publications in modern machine learning theories and applications such as deep neural nets, transfer/multi-task learning, reinforcement learning, time series or graph unsupervised learning. Preferred Qualifications: - 3 years and above of industry experience in a software development environment. - Ability to think critically, objectively, rationally. Reason and communicate in result-oriented, data-driven manner. High autonomy. 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. Seniority level Seniority level Not Applicable Employment type Employment type Full-time Job function Job function Engineering and Information Technology Industries Technology, Information and Internet Referrals increase your chances of interviewing at TikTok by 2x Sign in to set job alerts for “Machine Learning Engineer” roles. Machine Learning Engineer Intern (Trust & Safety) - 2025 Machine Learning Engineer, e-commerce (TikTok) - 2025 Start Machine Learning Engineer,Dedup (TikTok) - 2025 Start Queenstown, Central Singapore Community Development Council, Singapore 5 months ago Machine Learning Engineer, Dedup (TikTok) - 2025 Start Machine Learning Engineer, TikTok Search - 2025 Start Senior Data Scientist, Product, Payments Machine Learning Engineer, TikTok Search Ranking - 2025 Start South East Community Development Council, Singapore 2 days ago Software Engineer, AI Acceleration, Android Machine Learning Engineer Intern (Core Recommendation-Dedup) -2025 Start Frontend Software Engineer, Data Platform - 2025 Start We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. J-18808-Ljbffr

Location: Singapore, Pedra Branca, SG

Posted Date: 7/12/2025