1 day ago
San Diego, CA, USAMid Level
H1B sponsor
Base Salary
$91k - $152k/yr
Responsibilities
- Build and operate scalable model-serving infrastructure on GKE, including vLLM.
- Implement AI gateways with multi-provider integration, cost-aware routing, and reliable fallbacks using tools such as LiteLLM.
- Automate developer access, team budgets, usage limits, and spend alerts across self-hosted models and external providers.
- Build usage and cost reporting by developer, team, model, and provider, and reconcile token accounting with provider billing and infrastructure spend.
- Automate model pipeline registry promotion, validation, deployment, rollback, and infrastructure provisioning.
- Tune caching, batching, resource allocation, and autoscaling using load tests and telemetry to reduce unit cost while meeting quality, latency, and reliability targets.
- Resolve platform incidents with partner teams and improve tests, runbooks, and release reliability.
Requirements
- Bachelor’s degree in a technical discipline and 2–5 years of related experience, or a master’s degree and 0–2 years of equivalent industry experience.
- Experience independently delivering production software or cloud-platform components using Python and automated tests.
- Hands-on GCP and Kubernetes experience operating and right-sizing model-serving or compute workloads.
- Experience building CI/CD, GitOps, and infrastructure-as-code automation with tools such as Terraform or Pulumi.
- Experience measuring usage, attributing costs, and improving cloud unit economics.
- Strong troubleshooting and collaboration skills.
Benefits
- Full and comprehensive benefits program.
- Global growth opportunities and access to in-house learning programs and/or qualified tuition reimbursement.
- Primarily home-office-based flex workplace with no assigned workstation; office visits are determined with the manager.
- Must live within commuting distance of the assigned Dexcom site, typically 75 miles/120 km.
- Approximately 10% travel required.
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).