Technology

Machine Learning Ops Engineer, Global SRE

Location
:

Singapore

Employment Type
:

Regular

Job Code
:

A70950A

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 reliable 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.

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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.

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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.

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Diversity & Inclusion

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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.