ML Infrastructure Engineer
Tasks
- Architect cloud and on prem ML training and evaluation infrastructure
- Build data management pipelines for ingestion storage and training
- Deliver projects end-to-end
- Design requirements to ensure successful model deployment
- Develop cloud data infrastructure for machine learning
- Develop processes to transition models from research to production
- Evaluate and implement deployment methods for test and production vehicles
- Mentor engineers for infrastructure projects
- Modify training code to use improved data storage formats
- Own infrastructure for training and deploying machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Amazon SageMaker | Argo | Cloud platform | Databricks | Distributed Systems | Google Cloud | Google Cloud Platform | Jetson | Kubernetes | MLOps | Machine Learning | Model Monitoring | NodeJs | ONNX | Python | Spark | TensorRT | Terraform | Vertex AI | Workflow Orchestration
Education
N/A
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