CV/ML Platform Engineer
Tasks
- Automate model optimization for deployment on NVIDIA Jetson
- Automate model training and testing workflows
- Build and maintain model registration and versioning
- Coordinate CVML infrastructure with software platform engineering
- Deploy and operate Kubernetes clusters on bare metal
- Maintain ML model testing and performance reporting tools
- Manage NVIDIA GPU clusters for ML training
- Manage experiment tracking and model data provenance
- Own CVML CI CD pipeline
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | CUDA | Ceph | Computer Vision | DVC | ELK | Grafana | Jetson | Kubeflow | Kubernetes | Linux | MIG | MLflow | Machine Learning | Minio | NVIDIA GPU | ONNX | Prometheus | Quantization | TensorRT | Volcano | Weights and Biases
Education
N/A
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