Machine Learning Ops Engineer, Global SRE

$!/$ #LifeAtTikTok #LifeAtTikTokDiversity & InclusionOur Philosophy Teams Advertising & SalesCorporate FunctionsDesignE-CommerceEngineering & TechnologyGlobal OperationsMarketing & CommunicationsProductTikTok USDS Joint Venture How we hire Applying to TikTokInterview tipsFAQ Locations Early Careers Early Careers at TikTokAmericasAsia PacificEurope and the Middle EastGlobal Frontier Tech Recruitment ProgramPhD OpportunitiesFAQs Blog Jobs Apply Company About TikTokNewsroomContact Programs TikTok for GoodTikTok for DevelopersEffect HouseAdvertise on TikTokTikTok RewardsTikTok BrowseTikTok Embeds Resources Help centerSafety CenterCreator PortalCommunity GuidelinesTransparencyAccessibility Legal Privacy PolicyCandidate Privacy Policy Terms of Service English日本語 $$? Join us as we inspire creativity and bring joy to millions of users worldwide. /$/$ Ready for a career at TikTok? Discover a career that energizes and excites you every day. Search now English日本語 @2026TikTok Technology Machine Learning Ops Engineer, Global SRE Location: Singapore Employment Type: Regular Job Code: A70950A Apply to this job Share this listing: Responsibilities Team Introduction MLOps - Global SRE team is responsible for the stability of machine learning systems under the Global Monetization Products and Technology organization, to ensure the stable and efficient operations of machine learning models from data preparation, development, training, deployment, serving and so on. Responsibilities - Responsible for setting SLOs of online machine learning serving systems, maintaining the stability of the online serving systems; - Responsible for maintaining stability of offline machine learning training tasks, improving the success rate of the training tasks; - Responsible for rolling out GPU model training in Non-China regions; - Responsible for stability of AIGC related machine learning tasks; - Responsible for resource management and planning of machine learning resources, including: cost and budget, resource efficiency enhancement, offline and online resources tides, etc; Qualifications Minimum Qualification(s) - Bachelor's degree in Computer Science or Software Engineering, similar technical field of study, or equivalent practical experience. - Expertise in Linux operating systems, networking, storage. - Experience programming in at least one of the following programming languages: Python, Go, C, C++, or Java. - Experience in troubleshooting application issues, or production operations. - Effective communication skills and a sense of ownership and drive. Preferred Qualification(s): - Experience in SRE of machine learning systems. - Experience in SRE of ads/recommendation/search systems. Job Information 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.​ Apply to this job