1 day ago
Base Salary
$68k - $114k/yr
Responsibilities
- Operate AI models on GKE, including vLLM serving, and track cost per request and token at scale.
- Maintain LiteLLM AI router configurations for provider integration, routing, and fallbacks.
- Support developer access, team budgets, usage limits, and cost reporting across providers such as Vertex AI and OpenAI.
- Build automation for model-pipeline testing, registry promotion, deployment, and rollback.
- Maintain infrastructure-as-code and GitOps configurations for repeatable cloud and Kubernetes changes.
- Track model tokens, cache hits, and resource usage, and help tune caching, batching, and autoscaling.
- Troubleshoot serving and pipeline issues with teammates and maintain tests and runbooks.
Requirements
- Bachelor’s degree in a technical discipline.
- Typically 0–2 years of related experience.
- Python, Git, and automated testing skills demonstrated through projects, internships, or professional work.
- Foundational knowledge of Linux, containers, Kubernetes, and GCP.
- Understanding of CI/CD, infrastructure as code, and model-delivery workflows.
- Interest in AI usage accounting, cloud cost efficiency, and multi-provider APIs.
- Systematic troubleshooting, clear communication, and willingness to learn.
- Exposure to Terraform, Pulumi, LiteLLM, or model serving is helpful.
Benefits
- Full and comprehensive benefits program.
- Growth opportunities on a global scale.
- Access to in-house learning programs and qualified tuition reimbursement.
- Primary home-office location with office visits determined with the manager; employees must live within commuting distance of the assigned Dexcom site, typically 75 miles/120 km.
- Travel required: 10%.
Categories
About Dexcom
Dexcom designs and manufactures continuous glucose monitoring (CGM) systems for people with diabetes, combining wearable sensors with transmitters, mobile apps, and cloud data services. It sells devices and disposable sensors through pharmacies, durable medical equipment channels, and healthcare providers, often covered by insurance. Founded in 1999 and headquartered in San Diego, Dexcom is a public company traded on NASDAQ (DXCM).