Research Scientist, Intelligent Architecture
Salary undisclosed
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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 its offices include New York, London, Dublin, Paris, Berlin, Dubai, 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 mission of Compute Platform - Intelligent Architecture team is to empower computing platforms with the state-of-the-art AI techniques, such as large language models (LLMs), reinforcement learning (RL) and more. The areas we focus on are improving engineering efficiency, usability and performance of Data Management & Integration, Data Mining and Data Processing by applying the emerging AI techniques to the large-scale computing platforms running in production at Tiktok.
Responsibilities
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 its offices include New York, London, Dublin, Paris, Berlin, Dubai, 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 mission of Compute Platform - Intelligent Architecture team is to empower computing platforms with the state-of-the-art AI techniques, such as large language models (LLMs), reinforcement learning (RL) and more. The areas we focus on are improving engineering efficiency, usability and performance of Data Management & Integration, Data Mining and Data Processing by applying the emerging AI techniques to the large-scale computing platforms running in production at Tiktok.
Responsibilities
- Participate in cutting edge research and innovations in the following areas: Data Management & Integration, Data Mining, Machine Learning, Deep Learning, Language Models, High Performance Data Processing systems and New Hardwares. - Propose solutions and develop solid systems to solve and optimize real world problem occurs in the large-scale computing system handling billions of requests per day in production.
- PhD (or 3+ years research background) in Computer Science, Machine Learning, Statistics, Mathematics or related disciplines.
- Have outstanding publications and service records on top database, system and AI conferences. - Strong programming experience in one or more of the following languages: C, C++, Python, Java, Rust.
- Strong knowledge in at least one of the following areas: distributed system, database system, machine learning, deep learning, generative models.
- Have experience of working with people of diverse backgrounds effectively.
- Working experience in research teams/labs.
- Strong publication record and winner in international academic competitions.
- Ability to propose and execute a research agenda independently.
- Contributor of practical open-source projects.
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