23h ago
Software Engineer, ML Infrastructure
Mountain View, California
$160.4k-$240.5k / year
full-timemidtransportation
๐ Tech Stack
๐ผ About This Role
You'll build the platform powering Nuro's self-driving model development from experimentation to production. Your work on resource provisioning and workload scheduling will accelerate the Nuro Driver lifecycle. This role offers the chance to shape large-scale distributed systems for autonomous vehicle ML.
๐ฏ What You'll Do
- Scale IaC pipelines for thousands of GPU/CPU nodes
- Design workload orchestration to maximize hardware utilization
- Build petabyte-scale data ETL pipelines for ML readiness
- Implement feature caching and storage solutions
๐ Requirements
- 3+ years of experience in ML Infrastructure or Distributed Systems
- Deep familiarity with Terraform, Pulumi, or Crossplane
- Hands-on experience with Kubernetes, Ray, or similar orchestrators
- Proficiency in Apache Spark or Apache Beam for data processing
โจ Nice to Have
- Active contributor to open-source MLOps projects (e.g., CNCF, Ray, Kubeflow)
- Experience with high-performance storage systems like Lustre or Ceph
- Knowledge of cost-optimization for GPU clusters on AWS/GCP/Azure
๐ Benefits & Perks
- ๐ฐ Annual performance bonus
- ๐ Equity compensation
- ๐ฅ Competitive benefits package
๐จ Hiring Process
Estimated timeline: 2-4 weeks ยท AI estimate
- 1Recruiter Phone Screenยท 30 min
- 2Technical Interviewยท 60 min
- 3Hiring Manager Interviewยท 45 min
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