Jobs · Engineering · California

DevOps Engineer

Vumedi · Oakland, CA · 2 mo ago
On-siteEngineeringFull-time

About the role

We are looking for a DevOps Engineer to join our engineering team and take ownership of our infrastructure, deployment processes, and overall platform reliability. You will work closely with backend and data teams to support a growing video and data platform used by millions of healthcare professionals worldwide.

In this role, you will focus on improving our CI/CD pipelines, system reliability, and developer experience, while helping scale our cloud infrastructure in a secure and cost-efficient way. You will work extensively with AWS services (compute, storage, networking, IAM, monitoring) and help ensure our systems are reliable, observable, and well-architected.

You will also support and enable emerging AI/ML and LLM-powered systems used for large-scale medical content processing, helping build and operate the infrastructure required for these workloads. This includes improving data pipelines, optimizing resource usage, and ensuring production-grade reliability of AI-driven services.

What you will do

  • Own and improve our infrastructure, CI/CD pipelines, and deployment processes across multiple environments
  • Work with AWS services (compute, storage, networking, IAM, monitoring) to ensure scalable, secure, and reliable systems
  • Collaborate closely with backend and data teams to support production systems, data pipelines, and overall platform reliability
  • Continuously improve developer experience by streamlining workflows, reducing friction, and enabling faster, safer deployments
  • Contribute to improving security practices, access control, and compliance of our infrastructure
  • Automate infrastructure and workflows using Python
  • Improve observability by implementing and maintaining monitoring, logging, and alerting systems
  • Troubleshoot production issues, participate in incident response, and implement long-term fixes to improve system stability
  • Identify and drive improvements in performance, scalability, and cost efficiency across the platform
  • Support and scale AI/ML and LLM-based systems, ensuring reliable infrastructure for data processing and content classification workloads

Who you are

  • You have 5+ years of experience in DevOps, SRE, or infrastructure engineering, with a strong focus on cloud-native environments (preferably AWS)
  • You have managed cloud infrastructure (networking, IAM, compute, storage) with a strong understanding of security best practices and cost optimization
  • You have experience building and maintaining CI/CD pipelines to support rapid, reliable software delivery across multiple environments
  • You are comfortable writing Python for automation, scripting, and building internal tooling to improve infrastructure and developer workflows
  • You have a strong understanding of monitoring, logging, and observability (e.g., Datadog, Prometheus, CloudWatch), and proactively identify and resolve issues
  • You are comfortable debugging production issues across systems and collaborating with engineering teams to resolve them
  • You are proactive, take ownership, and enjoy working in environments with high autonomy and evolving processes
  • You communicate clearly and collaborate effectively with engineers, product managers, and other stakeholders
  • You are curious and motivated to learn, especially in areas like AI/ML infrastructure and large-scale systems

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