Staff Test & Release Engineer
Core
Design and build end-to-end test infrastructure for inference deployments, manage release strategies for orchestration platforms, and enable feature engineers to write tests.
Role type
Staff Test & Release Engineer
Builds
Automated end-to-end tests, release pipelines, and test infrastructure for distributed systems and inference deployments.
Domain
Cloud infrastructure, Kubernetes, AI/ML inference systems
Deliverable
production ML models
Required skills
Test infrastructure design, Kubernetes (multi-service, Helm, operators), CI/CD pipeline design, Python, pytest, GPU/accelerator hardware fleet management, release strategy ownership, cross-team consensus building, AI/agent tools for testing
Preferred skills
LLM serving systems (vLLM, SGLang, TensorRT-LLM), speculative decoding, disaggregated serving, heterogeneous inference testing, Rust, startup environments
