Job Description
A Technical Lead Manager role focused on developing and managing large-scale ML infrastructure, including workload orchestration, data processing, and feature management, to support autonomous vehicle research and development at Nuro.
Key Responsibilities
- Lead the evolution and strategy of the core ML infrastructure platform, including resource provisioning, workload orchestration, and feature management.
- Design and optimize scalable workload scheduling to maximize hardware utilization and reduce job wait times.
- Develop and maintain robust data pipelines for extracting, transforming, and loading petabyte-scale sensor and telemetry data.
- Implement and manage feature caching and storage solutions to enable low-latency access to features and reduce redundant computations.
- Mentor and lead a team of engineers, fostering operational excellence and technical innovation.
- Partner with research and engineering teams to eliminate infrastructure bottlenecks and accelerate model development lifecycle.
Requirements
- 6 years of professional experience in ML Infrastructure, Backend Platform Engineering, or Distributed Systems
- At least 3 years of people team management experience
- Deep familiarity with modern Infrastructure-as-Code and provisioning tools e.g., 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
- Proven expertise in large-scale data extraction and transformation, with proficiency in at least one distributed processing framework such as Apache Spark or Apache Beam
- Experience implementing or maintaining feature stores and caching layers e.g., Feast, Hopsworks, or Redis-based custom caching
Benefits & Perks
Compensation/salary range between $235,030 and $352,290
Annual performance bonus
Equity
Competitive benefits package
Ready to Apply?
Join Nuro and make an impact in renewable energy
Stay Updated on Sustainability Jobs
Get the latest renewable energy jobs and career tips delivered to your inbox.
Job Alerts
Get notified about new sustainability jobs