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NLP Research Scientist at innopeaktech | Palo Alto, California

OPPO Research CenterPalo Alto, California, United States
On-site Full-time $100K/yr - $300K/yr

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Experience Level

Mid to Senior

Qualifications

Key Responsibilities:Design and develop a large language model (LLM) with approximately 1 billion parameters, focusing on innovative architectures for long-context memory and in-context retrieval and generation. Establish a synthetic data pipeline and create real data pipelines for LLM training. Devise effective benchmarking methods, such as LLM-As-Judge. Work closely with hardware engineers, software developers, and product teams to integrate research prototypes into production systems. Publish significant research outcomes in top-tier AI conferences (e.g., ICLR, NeurIPS). Qualifications:Minimum:Master's or Ph. D. in AI, Computer Science, or a related field, specializing in NLP/AI. Extensive background in generative AI with practical experience in developing LLMs. Solid expertise in training and optimizing large language models for cloud and edge inference. Proficient programming skills in Python. Preferred:Deep understanding of LLM concepts such as context, memory, and retrieval-augmented generation (RAG), with relevant experience. Proven track record in building LLM training datasets and benchmarks, supported by published work. Experience with LLMs around 1 billion parameters, including knowledge of model trade-offs. Contributions to open-source AI projects. Exceptional collaboration and communication skills.

About the job

Join the OPPO Research Center as a forward-thinking NLP Research Scientist, where you will play a pivotal role in shaping our next-generation AI hardware platforms, including innovative AI Glasses and Earphones. Your passion for generative AI research will drive the design, training, and deployment of sophisticated multimodal intelligence models that effortlessly merge language, vision, and action. Collaborating within our dynamic team, you will co-create algorithms and hardware, translate groundbreaking research into tangible products, and contribute your findings to prestigious AI conferences.

About OPPO Research Center

At OPPO Research Center, we are dedicated to exploring the frontiers of technology through innovative research. Our focus on next-generation AI hardware and applications positions us as a leader in the industry, where we aim to transform everyday experiences with cutting-edge technology.

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