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 and feature pipelines for ML and LLM workloads
- Build and operate model serving infrastructure
- Build model retraining triggers and pipelines
- Develop developer facing platform APIs SDK templates documentation and runbooks
- Extend registries and versioning for auditable model history
- Implement automated evaluation and promotion gates
- Instrument platform and models with logging telemetry and drift detection
- Optimize inference and low latency model serving
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Development | AWS | Audit trails | Autoscaling | B testing | Batching | CI/CD | Canary Deployment | Containerization | Data Versioning | Dataset Lineage | Distributed Training | Documentation | Drift Detection | Feature Store | Fine Tuning | GPU scheduling | GitOps | Kubernetes | LLM Fine-tuning | Language Models | Large Language Models | Machine Learning | Model Deployment | Model Drift | Model Drift Detection | Model Evaluation | Model Governance | Model Monitoring | ONNX Runtime | Progressive Delivery | Python | Quantization | SDK development | Structured Logging | Telemetry | TensorRT
Education
Roles
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