AI Machine Learning Engineer Graduate

3 weeks ago

Singapur, Singapore TikTok Full time

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. Responsibilities Exploring Cutting‑Edge NLP Technologies: From basic tasks like word segmentation and Named Entity Recognition (NER) to advanced business functions such as text and multimodal pre‑training, query analysis, and fundamental relevance modeling, we apply deep learning models throughout the pipeline where every detail presents a challenge. Cross‑Modal Matching Technologies: Applying deep learning techniques that combine Computer Vision (CV) and Natural Language Processing (NLP) in search, we aim to achieve powerful semantic understanding and retrieval capabilities for multimodal video search. Large‑Scale Streaming Machine Learning Technologies: Utilising large‑scale machine learning to address recommendation challenges in search, making the search more personalized and intuitive in understanding user needs. Architecture for data at the scale of hundreds of billions: Conducting in‑depth research and innovation in all aspects, from large‑scale offline computing and performance and scheduling optimization of distributed systems to building high‑availability, high‑throughput, and low‑latency online services. Recommendation Technologies: Leveraging ultra‑large‑scale machine learning to build industry‑leading search recommendation systems and continuously explore and innovate in search recommendation technologies. Qualifications Final year Ph.D. or recent Ph.D. graduates in Computer Science, engineering or quantitative field. Proficient coding skills and strong algorithm & data structure using C++/Python/Java. Have a solid knowledge of machine learning and practical experience in applying it. Preferred Qualifications Effective communication and teamwork skills. Modeling experience in one or more of the following areas: Ads, Search engine, Recommender System, NLP/CV. Have a solid foundation in algorithms related to LLMs, including but not limited to comprehensive learning and practical experience in areas such as single‑modal/multi‑modal LLM application and deployment. Strong publications record in top conferences or journals (e.g., ICLR, NeurIPS, ICML, ACL, EMNLP, NAACL, CVPR, ICCV and ECCV). If you have any questions, please reach out to us at #J-18808-Ljbffr

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