Senior Software Engineer, ML Infrastructure
Core
Building and evolving the core platform that provides researchers and engineers with seamless access to compute and data resources for the Nuro Driver™ development lifecycle.
Role type
Senior IC ML Infrastructure Engineer
Builds
Automated resource provisioning, high-performance workload scheduling, and efficient feature management systems
Domain
Autonomous driving / Physical AI / Cloud Infrastructure
Deliverable
production ML models
Required skills
Infrastructure-as-Code (IaC), Workload orchestration, Distributed data processing, Feature store implementation, Distributed systems design
Preferred skills
Open-source contributions to MLOps/Cloud-Native, High-performance storage systems, Cost-optimization for GPU clusters
Technologies
Terraform, Pulumi, Crossplane, Kubernetes, KubeRay, Ray, Slurm, Volcano, Apache Spark, Apache Beam, Feast, Hopsworks, Redis, AWS, GCP, Azure
Responsibilities
Scaling automated IaC pipelines to manage thousands of GPU/CPU nodes; Designing and optimizing workload orchestration for massive-scale distributed training; Designing robust pipelines for petabyte-scale sensor and telemetry data extraction and transformation; Implementing robust feature caching and storage solutions; Contributing to a unified ML platform that abstracts complex cloud infrastructure
Seniority
Senior, hands-on IC