Runway is looking to productionize new ML-based features to power its set of creative tools.
Requirements
- Strong background building impactful and novel machine learning projects, ideally with expertise in large scale, distributed training
- Experience training diffusion models or LLM's from scratch
- Solid knowledge of at least one machine learning framework (e.g. PyTorch, Tensorflow)
Responsibilities
- Lead a talented ML team and keep pushing the boundaries of AI-based content creation
- Develop and deploy state-of-the-art machine learning systems to production
- Work weekly with leadership and the engineering team as a whole to review and set priority around goals
- Build a team of skilled engineers from diverse backgrounds
Other
- 2+ years of experience in a team lead or engineering manager role
- 4+ years of industry experience in an engineering and/or research role
- Empathetic and inclusive leadership style
- Ability to rapidly prototype solutions and iterate on them with tight product deadlines
- Strong communication, collaboration, and documentation skills
