AI Platform Engineer
United States - Madison : 5505 Endeavor Ln, United States
USD 61K-122K Mid-level Full Time
Tasks
- Architect and manage GPU infrastructure
- Automate model lifecycle with CI CD and GitOps
- Build and maintain data feature and training pipelines for ML and LLM workflows
- Build and operate production model serving infrastructure
- Build developer facing platform APIs SDKs templates documentation and runbooks
- Extend model dataset and artifact registries metadata systems and versioning
- Implement automated evaluation and promotion gates
- Instrument platform and models with logging telemetry drift detection and cost tracking
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Development | AWS | Audit trails | Autoscaling | B testing | CI/CD | Canary Deployment | Data Versioning | Dataset Lineage | Docker | Drift Detection | Feature Store | GPU scheduling | GitOps | Inference Optimization | Kubernetes | Language Models | Large Language Models | Machine Learning | Model Governance | Model Monitoring | ONNX Runtime | Python | Quantization | Structured Logging | Telemetry | TensorRT
Education
Roles
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