Machine Learning Infrastructure Engineer
$150k - $350k • Remote • Redwood City, CA • FullTime
Posted 1y ago
Remote Work Policy
Fully remote
Employment Type
FullTime
Categories
Machine Learning Engineer
About the job
Character.AI is seeking experienced Machine Learning Infrastructure Engineers to design, build, and maintain the training and serving infrastructure for ML research. This role involves providing essential infrastructure support to our ML research and product teams, developing tools to diagnose cluster issues and hardware failures, monitoring deployments, managing experiments, and optimizing GPU allocation and utilization for both serving and training. Join us to be part of establishing a new entertainment paradigm and shaping the future of Consumer AI.
Responsibilities
- Provide infrastructure support to ML research and product teams.
- Build tooling 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 within an ML environment.
- Experience developing tools to diagnose ML infrastructure problems and failures.
- Experience with cloud platforms (e.g., Compute Engine, Kubernetes, Cloud Storage).
- Experience working with GPUs.