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Site Reliability Engineer, Ark Large Model Platform - Singapore - TIKTOK PTE. LTD.
Description
Roles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the Team
The Applied Machine Learning (AML) - Enterprise team provides machine learning platform products on VolcanoEngine with cloud native resource scheduling system which intelligently orchestrates different tasks and jobs with minimised costs of every experiment and maximised resource utilisation, rich modelling tools including customised machine learning tasks and web IDE, and multi-framework high performance model inference services.
In 2021, through VolcanoEngine, we released this machine learning infrastructure to the public, to provide more enterprises with reduced costs of computation power, lower barriers to machine learning engineering and deeper developments in AI capabilities.
Responsibilities
Responsible for Ark Large Model Platform development on Volcano Engine, researching systematic solutions on large model solution implementations and applications in various industries, striving to reduce the IT cost of large model applications, meeting the users' ever-growing demand for intelligent interaction and improving the lifestyle and communications of users in the future world.
Manage and oversee the stability of both control and data aspects of large-scale model systems through effective DevOps practices.
Develop and enhance observability systems for monitoring the stability of large model systems, ensuring high reliability and performance.
Handle super large-scale cluster management and ensure efficient operation and maintenance of large model systems.
Qualifications
B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions with R&D experience in the fields of cloud computing or large-scale model systems.
Proficiency in cloud-native technologies and understanding of the relevant technology stack.
Expertise in one of the following programming languages: Golang, Python, or Java, with the ability to use it proficiently in a professional setting.
Familiarity with cloud-native technologies for log collection, monitoring, and alerting.
Preferred Qualifications:
Prior experience in the construction and maintenance of stability systems for large-scale infrastructures.
Experience in operating and maintaining large-scale systems.
Experience with infrastructure as code, particularly Terraform, is highly desirable.
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.
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