San Francisco, CA5 days ago
Research Scientist (GenAI) should have:Master's or PhD degree in Computer Science, Machine Learning, or a related fieldSignificant Python and applied research experience in industrial settingsProficiency in frameworks such as PyTorch or TensorFlowDemonstrated experience in deep learning, especially language modeling with transformers and machine translationExtensive experience with methods of training and fine-tuning large language models, including reinforcement learning, policy optimization, and supervised fine-tuningHands-on experience with advanced LLM tooling, building LLM-powered agents, and retrieval-augmented generationExperience building and iterating on knowledge extraction and graph-based representation of informationPrior experience working with vector databases, search indices, or other data stores for search and retrieval use casesPreference for fast-paced, collaborative projects with concrete goals, quantitatively tested through A/B experimentsPublished research in peer-reviewed journals and conferences on relevant topicsJob OfferCompetitive salary ranging from $200000 to $250000 USD annually. Implement and optimize finetuning pipelines with techniques like RLHF, DPO, and LoRA to efficiently train production-scale language models.