Conversational AI Large Model Researcher-Global E-commerce

1 day ago


Singapore TikTok Full time

Join to apply for the Conversational AI Large Model Researcher-Global E-commerce role at TikTok . Responsibilities Team Introduction: Dedicated to building an industry-leading large-model dialogue system, the team serves hundreds of millions of daily active users, with application scenarios covering the entire Douyin e-commerce ecosystem. Research Objectives : Develop an LLM-based customer service chatbot for TikTok and Douyin E-commerce, enabling intelligent customer service interactions. Necessity : LLM's strong conversational and reasoning abilities make it especially suitable for intelligent customer service, capable of potentially reaching the service standards of excellent human representatives. Research Content : Design a multi-agent framework based on LLM, integrating planning-agent, reply-agent, and tool-agent. Each agent will specialize in different functions, working collaboratively to manage the complete service process. Reply-agent ensures the proposed solutions comply with platform policies and service guidelines. Planning-agent identifies user demands and problem scenarios, sourcing relevant service guidelines and constraints. Tool-agent validates the legality of tool usage, accurately interprets the results from tool interactions, and manages execution dependencies of various actions. Research Challenges : Compliance with service guidelines, dynamic feedback adaptation, self-reflection, and complex image processing. Qualifications Ph.D. degree, preferably with a background in computer science, software engineering, artificial intelligence, mathematics, or related fields. Solid foundation in machine learning, with in-depth understanding of deep learning, multimodal models, generative models, and other technologies. Proficient in relevant machine learning frameworks (e.g., PyTorch, TensorFlow) and engineering frameworks, with strong coding skills. Prior experience in the field of multimodal large models, especially in long-text processing or film/television drama domains, is preferred. About TikTok : TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Diversity & Inclusion : TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. #J-18808-Ljbffr



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