Senior Staff Research Engineer, On-Device Language Intelligence at Samsung Research America

Candidates must possess a PhD in Computer Science, Electrical Engineering, or a related field, or an equivalent combination of education, training, and experience, with at least 10 years of research experience in AI/NLP/ML, and experience conducting research and shipping user-facing products. Experience with large language models (LLM) including Transformer model architecture, attention mechanisms, and decoder-only LLMs is required, as is foundational LLM training experience, including data curation, distributed training, and hyperparameter tuning. Experience in making LLM-based solutions deployable on-device with small latency and memory, along with NPU optimization, is also necessary, as is expertise in LLM alignment, instruction tuning, LoRA, and Adapter techniques. Proficiency in deep learning frameworks such as TensorFlow or PyTorch is required, along with hands-on experience with large language models like GPT and LLaMA.