AI Research Engineer

Job description

Our mission is to enable hardware deployment at the speed of software development. We are working towards automatic code transpilation and optimization for any hardware application. In this role, you will collaborate with a small team of talented researchers on ambitious, greenfield projects in generative AI and reinforcement learning. Core responsibilities: - Design, execute, and analyze experiments with a high degree of independence - Contribute to core models and frameworks - Create high-quality datasets (both in-the-wild and synthetic) - Perform literature reviews and implement new techniques from papers - Contribute to publications, present at conferences and workshops, etc. Research Areas of Interest: An incomplete list of current and near-term research directions: - Contrastive representation learning - Steerability and guided decoding - Tractable probability models - Code-specific architectures - LLM fine-tuning, post-training, RLHF Requirements: - Ph.D. in Computer Science or a closely related field - Prior LLM research experience - Comfortable programming in Python and familiar with frameworks such as PyTorch and HuggingFace Preferred Qualifications: - Publications at pee...