Machine Learning Platform Engineer
USA - IL (Remote), United States
R
USD 90K-135K Senior-level Full Time
Tasks
- Automate retraining workflows
- Build CI CD pipelines for ML deployments
- Build and operate training infrastructure
- Build cloud ML infrastructure with Kubernetes and containers
- Collaborate across data science security and engineering teams
- Design scalable ML platform components
- Develop batch and real-time data pipelines
- Develop inference services and workflow orchestration
- Enable reproducible continuous ML delivery
- Ensure security, compliance, and cost governance
- Establish model lifecycle testing and deployment best practices
- Implement MLOps experiment tracking
- Implement data and model versioning
- Implement feature stores and model registries
- Implement model evaluation and monitoring
- Improve developer productivity with self service tooling and documentation
- Integrate observability for performance and drift
- Optimize feature generation and model serving
Perks/Benefits
- N/A
Skills/Tech-stack
API Architecture | AWS Security | AWS Security Hub | Amazon Inspector | Amazon S3 | Amazon SageMaker | Amazon Web Services | Automated retraining | Azure Data | Azure Data Lake | Azure Data Lake Storage | Azure Defender | Azure ML | Azure ML Studio | Azure Machine Learning | CI/CD | Cloud Storage | Cloud platform | Command Center | Container Orchestration | Cost Optimization | Data Lake Storage | Data Versioning | Distributed Systems | Docker | Experiment tracking | Feature Store | GCP Security | GCP Security Command Center | Google Cloud | Google Cloud Platform | Google Cloud Storage | Google Vertex | Google Vertex AI | Inference Service | Infrastructure as Code | Kubernetes | Learning operations | ML Studio | MLOps | Machine Learning | Machine Learning Operations | Microservices | Microsoft Azure | Microsoft Purview | Model Monitoring | Model Registry | Model versioning | Observability | Python | Security Command Center | Security Compliance | Security Hub | System design | Terraform | Vertex AI | Web Services | “as-code”
Education
N/A
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