Maven is a company focused on creating AI systems to aid humanity in its pursuit of knowledge. As an ML Infrastructure Engineer, you will build and optimize a high-performance ML platform, collaborating with teams to productionize models and ensure system reliability.
Responsibilities:
- Designing, building, and scaling GPU compute infrastructure, training frameworks, and experimentation tools to enable rapid iteration on ML hypotheses
- Developing data pipelines and integrating large-scale data, training, and inference systems
- Collaborating with ML teams to productionize models and ensure seamless integration across the stack
- Ensuring scalability, reliability, and efficiency of large-scale machine learning systems
- Working across the full stack to solve complex problems independently
- Mentoring junior engineers and contributing to the growth of the team