Machine Learning Ops Engineer, Global SRE

Machine Learning Ops Engineer, Global SRE at TikTok in Singapore.

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.

• 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;

Requirements

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.

About the Company

The Global Business Solutions (GBS) team is responsible for the revenue growth of the TikTok business, and our teams include Sales, Marketing, Ops, Account Managers, Agency and partnerships, as well as Marketing Science.

At TikTok, our Global Business Solutions (GBS) team plays a key role in generating revenue by promoting our advertising solutions, onboarding new clients, driving ad campaigns, and more. As the TikTok community grows at an unprecedented speed around the world, our GBS team leads groundbreaking projects that are changing the landscape of the advertising industry in real time.

We're seeking an analytically driven, and detail-oriented Client Solutions Manager (CSM) Intern to join our Ecommerce Team. As a CSM, you will partner closely with Client Partners and Client Solutions Managers to drive revenue by identifying opportunities, leveraging data insights, and delivering consultative solutions for advertisers.

This role centers on client education, relationship growth, data analysis, and campaign success. You will provide strategic recommendations to both clients and internal teams, ensuring campaigns achieve business objectives while optimizing long-term partnerships. Success in this role requires strong data analytics skills, adaptability in a fast-paced environment, and a test-and-learn mindset to uncover the best solutions.