Staff Engineer, Test Automation (R5792)

$150,000 – $230,000 · Posted 6 days ago

San DiegoLast seen 5 days ago

Summary

Staff Engineer responsible for designing and implementing scalable test automation frameworks and infrastructure for machine learning systems across multiple engineering teams. The role requires expertise in validating ML pipelines across data, training, evaluation, deployment, and monitoring; testing GPU-accelerated workloads in Kubernetes; qualifying integrated hardware and software systems; and developing comprehensive integration and regression strategies. Deep experience with Python automation, distributed systems testing, performance profiling, and observability is essential, along with strong system-design skills for complex, multi-tenant environments.

Data Science DevOps / Infrastructure Quality Assurance C++Kubernetes Machine Learning Python TypeScript AI API Testing Artifact Promotion Asynchronous Python CI CD Conan Concurrent Python Cuda Dataset Versioning Distributed Systems Testing Docker Edge Compute Experiment Tracking Fault Injection Testing Feature Versioning Firmware Testing Gpu Fractionalization Gpu Profiling Gpu Scheduling Hardware Validation Infrastructure As Code Kai Scheduler Kubeflow Kueue Linux Log Collection Mlflow Model Serving Multi Instance Gpu Multi Tenant Validation Nix Nvidia Gpu Operator Nvidia Nsight Observability Performance Benchmarking Pip Poetry PyTorch Quantization RBAC Reinforcement Learning Reproducible Environments Run AI Sagemaker Setuptools Terraform Vertex AI Volcano Weights Biases