Role Description:
Our mission is to enable hardware innovation at the speed of software development! We are working towards automatic code transpilation and optimization for any hardware application. Our work integrates cutting-edge methods in AI, formal verification, compilers, and much more.
In this role, you will collaborate with a small team of talented researchers on ambitious, greenfield projects in GenAI and RL.
Research Areas of Interest:
An incomplete list of ongoing and near-term research directions:
- Large-scale LLM post-training / finetuning
- RLHF, RLAIF, etc
- Decoding-time techniques for self-correction and repair
- Steerability, guided decoding, and constraint enforcement
- Code representations and similarity
Core Responsibilities:
- Help build robust, scalable infrastructure and tooling
- Contribute to core models and frameworks
- Design, execute, and analyze experiments
- Create high-quality datasets (both in-the-wild and generated)
- Perform literature reviews and implement new techniques from papers
- Contribute to publications and grant proposals
- Present at conferences, workshops, etc
Requirements
Required Qualifications:
- Bachelor's degree in Computer Science or a closely related field
- At least one of the following: a) 1+ years in an AI research or product role (academic positions included, if full-time) with a track record of training and deploying deep learning models, or b) 3+ years in a full-stack software engineering role
- Comfortable programming in Python and familiar with frameworks such as PyTorch and HuggingFace (either professionally or as part of a side project)
Preferred Qualifications:
- Advanced degree in Computer Science or a closely related field
- Lead author publications at peer-reviewed conferences such as NeurIPS, ICLR, ICML, etc
- Experience with large-scale LLM training, particularly in a distributed computing environment
Benefits
Competitive salary and benefits including:
- Health care plan (medical, dental, and vision)
- Retirement plan (401k, IRA) with employer matching
- Unlimited PTO
- Flexible hybrid work arrangement
- Relocation assistance for qualifying employees
