This role is responsible for researching and developing innovative on-device agentic AI systems that deliver personalized services. Agentic AI naturally follows a heterogeneous architecture, designed to handle tasks of varying complexity across different modalities. You will contribute to building on-device small language and multimodal models tailored for agentic AI, enabling intelligent assistance with a deep understanding of user context.
주요업무
• Research and develop algorithms that understand user behaviors and multimodal contextual signals to enable intelligent, personalized, and context-aware assistance.
• Research and develop advanced multimodal and small language models tailored for on-device deployment, ensuring efficiency, low latency, and contextual relevance.
• Design and implement heterogeneous system architectures for on-device agentic AI, supporting intelligent memory, continual learning, and personalization.
자격 요건
• Ph.D. in Computer Science, Artificial Intelligence, or a related field with 3+ years of relevant experience, or equivalent practical experience.
• Mandatory experience with modern machine learning frameworks, including PyTorch..
• Mandatory experience with Natural Language Processing (NLP), Language Models, Multimodal Language Models, or Multimodal Retrieval.
• Experience with on-device AI and lightweight model development.
• Excellent problem-solving and analytical skills.
• Effective communication and teamwork skills.
우대사항
• A strong publication record in major conferences such as NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, ACL, EMNLP, NAACL, and COLM.
• Strong software development skills
• Experience in software development for mobile or embedded environments
채용절차
For more details, please refer to the company website.