Senior DevOps Engineer – ML Infrastructure
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Job Description
Senior DevOps Engineer working on the ML Infrastructure team at Serve Robotics. Responsible for designing, building, and maintaining a petabyte-scale data and ML platform.
Responsibilities:
- Deploy and maintain our ML training orchestration system that operates across multiple platforms.
- Manage cloud and on-premise environments for large-scale distributed data processing and ml training/inference systems.
- Automate deployment pipelines, monitoring, and alerting for ML and data services.
- Collaborate closely with data scientists, ML engineers, and autonomy teams to streamline experimentation and model deployment.
- Maintain and improve CI/CD systems to support rapid development and testing.
- Implement best practices for system security, reliability, and observability.
- Optimize infrastructure costs and ensure efficient resource utilization.
- Support internal developer productivity through tooling, documentation, and support.
Requirements:
- Bachelor’s or Master’s degree in Computer Science, Engineering, or equivalent experience.
- 5+ years of experience as a DevOps, SRE, or Infrastructure Engineer, preferably supporting ML or data-intensive systems.
- Strong experience with cloud platforms (AWS, GCP, or Azure) and container orchestration (Kubernetes, Docker).
- Proficiency in infrastructure-as-code tools such as Terraform or Helm.
- Solid understanding of CI/CD systems (GitLab CI, Jenkins, ArgoCD, etc.).
- Experience with Python and SQL
- Experience with cloud security, IAM (Identity and Access Management), and access control
- Experience analysing and optimizing hardware performance
- Experience with GPU cluster management
Benefits:
- Offers Equity
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