Software Engineer, ML Infrastructure
Mountain View, CA$160.4k - $240.5kfull-timePosted 4mo ago
About the role
Software Engineer focusing on large-scale ML infrastructure, workload orchestration, and data processing to provide researchers and engineers with seamless access to compute and data resources, and to accelerate Nuro Driver development.
Responsibilities
- Resource Provisioning & IaC: Scaling automated infrastructure-as-code (IaC) pipelines to manage thousands of GPU/CPU nodes across diverse environments.
- Intelligent Scheduling: Designing and optimizing workload orchestration to maximize hardware utilization, minimize job wait times, and handle massive-scale distributed training.
- Data & ETL: Designing robust pipelines for the extraction and transformation of petabyte-scale sensor and telemetry data into ML-ready formats.
- Feature Management: Implementing robust feature caching and storage solutions to reduce redundant computations and ensure low-latency access to pre-computed features.
- Platform Abstraction: Contributing to a unified ML platform that abstracts complex cloud infrastructure for end-users.
Qualifications
- 3+ years of professional experience in ML Infrastructure, Backend Platform Engineering, or Distributed Systems.
- Deep familiarity with modern Infrastructure-as-Code and provisioning tools such as Terraform, Pulumi, or Crossplane.
- Hands-on experience building or managing large-scale orchestrators for compute-heavy workloads (e.g., Kubernetes, KubeRay, Ray, Slurm, or Volcano).
- Proficiency in at least one distributed processing framework, such as Apache Spark or Apache Beam, for large-scale data extraction and transformation.
- Experience implementing or maintaining feature stores and caching layers (e.g., Feast, Hopsworks, or Redis-based custom caching).
- Strong understanding of distributed systems, networking, and storage bottlenecks in the context of high-performance computing.
Skills
Required:Infrastructure as CodeWorkload OrchestrationDistributed Data ProcessingFeature Stores / Caching
Benefits
- annual performance bonus
- equity
- competitive benefits package
Last updated Jul 8, 2026. Interested? Apply on the company site.
About Nuro
Autonomy for all. All roads, all rides.
Driving the future of autonomy with the most scalable AI driver.
AutonomyAI driverDelivery robotsRobotaxiAutonomous vehicles
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