Machine Learning Infrastructure Engineer
Posted Updated
Description
You will support machine-learning research and products with training and serving infrastructure. You will build tools to diagnose cluster and hardware failures, monitor deployments, manage experiments, and maximize GPU allocation and utilization for serving and training.
Responsibilities
- Provide infrastructure support for machine-learning research and products
- Build tools to diagnose cluster issues and hardware failures
- Monitor deployments and manage experiments
- Maximize GPU allocation and utilization for serving and training
Requirements
- 4+ years of experience supporting infrastructure in a machine-learning environment
- Experience developing tools to diagnose machine-learning infrastructure problems and failures
- Experience with cloud platforms such as Compute Engine, Kubernetes, and Cloud Storage
- Experience working with GPUs
Benefits
- Health coverage for employees and their families, with most premiums covered
- 401(K) contribution
- Up to 20 weeks of paid parental leave
- Four weeks of PTO
- Daily in-office catering
- Monthly DoorDash stipend
- Monthly wellness stipend
- Equity
