Samsung AI Research Center is looking to develop state-of-the-art personalization features and on-device solutions using Large Language Models (LLMs) to enhance user experiences in smartphones, wearables, and other smart devices.
Requirements
- Strong background in NLP, LLMs, and deep learning techniques
- Hands-on experience with LLMs such as GPT, BERT, T5, or similar, and knowledge of their application in real-world environments
- Experience in knowledge graph construction, indexing (e.g., vector DB) and Retrieval Sugmented Generation (RAG) models
- Proficiency in programming languages such as Python, TensorFlow, PyTorch, and other ML frameworks
- Experience designing and deploying AI models on mobile, embedded, or resource-constrained devices
- Strong understanding of AI model optimization techniques, including model compression, quantization, and efficient computation for on-device use
Responsibilities
- Conduct groundbreaking research in personalization and on-device AI solutions using LLMs
- Develop new approaches for incorporating LLMs into personalized recommendations, Q&A, context-aware features, and proactive assistance
- Design, prototype, and implement LLM-based models to deliver a personalized, adaptive experience across a variety of user interactions
- Collaborate with cross-functional teams to integrate AI models into end-user applications and optimize performance for real-time, on-device use cases
- Focus on improving device efficiency, privacy, and security while utilizing state-of-the-art AI techniques
- Stay up-to-date with the latest AI and LLM research trends, leveraging these insights to continuously improve and innovate the product experience
Other
- PhD in C.S., EE or related fields or equivalent combination of education, training, and experience
- 10+ years of research experience in the fields of AI/NLP/ML
- Experience conducting research and shipping user facing products
- Strong communication and collaboration skills, with the ability to present complex technical concepts to a broad audience
- Ability to work in an office setting, sit and stand at a desk, communicate in person and by telephone, and frequently operate standard office equipment
