LLM algorithm research scientist(Code AI)-Singapore
1 month ago
TikTok is the leadingdestination for short-form mobile video. Our mission is to inspirecreativity and bring joy. TikTok has global offices including SanJose, Los Angeles, New York, London, Paris, Berlin, Dubai,Singapore, Jakarta, Seoul and Tokyo.
Why JoinUs
Creation is the core of TikTok's purpose. Ourplatform is built to help imagination thrive. This is doubly trueof the teams that make TikTokpossible.
Together, we inspire creativity andbring joy - a mission we all believe in and aim towards achievingevery day.
To us, every challenge, no matter howdifficult, is an opportunity; to learn, to innovate, and to grow asone team. Status quo? Never. Courage? Always.
AtTikTok, we create together and grow together. That's how we driveimpact - for ourselves, our company, and the communities weserve.
Join us.
About TheTeam:
The mission of the TikTok Eng-AIInnovation Center is to explore cutting-edge AGI technologies,including but not limited to LLM, multi-modal LLM(video/image/audio/text/code), etc., to let machine betterunderstand user creations on Tiktok platform. Regarding tovideo/image/audio/text, enhanced content understanding can bringbetter user experience of searching, recommendation, and can moreaccurately identify and defend internet abuse and fraud on ourplatform. Regarding to code, our developed LLM aims toautomatically re-organize/optimize Tiktok codebase, and make thecode/coding become more accessible for Tiktok engineers.
The main job directionsinclude:
- Drive core technology developmentfor large language model code direction, continuously optimizingcode comprehension, reasoning, and generationcapabilities.
- Focus on improving codecomprehension, reasoning, and generation capabilities in real-worldproduction codebases, improving TikTok service code performance andprivacy compliance.
- Explore Code Agentcapabilities suitable for actual business production environments,and improve TikTok R&Defficiency.
Qualifications
MinimumQualification
- PhD degree required, with topartificial intelligence conference papers (NeurIPS, ICML, ICLR,CVPR, ACL, OSDI, NSDI, SC and SigMOD, etc.) in machine learning(ML), computer vision (CV), natural language processing (NLP) andother fields.
- Programming skills, datastructure and algorithm skills, proficient in C/C++ or Pythonprogramming language, candidates with awards in ACM/ICPC, NOI/IOI,Top Coder, Kaggle and other competitions arepreferred.
- Research experience in the field ofmachine learning, especially in large language models (LLMs) andgenerative artificial intelligence.
PreferredQualifications
- Excellent problem analysis andsolving skills, and passionate about solving challengingproblems.
- Passionate about technology, goodcommunication skills and teamwork spirit.
TikTokis committed to creating an inclusive space where employees arevalued for their skills, experiences, and unique perspectives. Ourplatform connects people from across the globe and so does ourworkplace. At TikTok, our mission is to inspire creativity andbring joy. To achieve that goal, we are committed to celebratingour diverse voices and to creating an environment that reflects themany communities we reach. We are passionate about this and hopeyou are too.
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