Machine Learning Architect
New Jersey, United States - Remote
R
USD 160K-190K (estimate) Senior-level Full Time
Tasks
- Architect scalable secure cloud native platforms
- Build reusable ML lifecycle components
- Collaborate with cross-functional agile teams
- Containerize and orchestrate model deployments
- Define model serving data pipelines MLOps frameworks
- Deploy and manage ML and data pipelines in production
- Design ML and AI system architecture
- Develop production monitoring and alerting for models
- Enforce model versioning best practices
- Implement ML CI CD testing and rollback strategies
- Lead ML system design discussions
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | AWS | Agile | Amazon SageMaker | Apache Airflow | Azure | CI/CD | Data Pipelines | Docker | Google Cloud | Kubeflow | Kubernetes | MLOps | MLflow | Machine Learning | Model Monitoring | Model Observability | Model versioning | PyTorch | Python | Rollback strategies | Scikit-learn | TensorFlow | Testing | Vertex AI
Education
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