Software Engineer III - Machine Learning Platform
New York, NY, United States
USD 173K-215K (estimate) Senior-level Full Time
Tasks
- Automate infrastructure provisioning and configuration
- Build CI CD pipelines for ML platform services
- Build and maintain end to end ML workflows
- Collaborate with cross-functional teams to deliver platform features
- Deploy and monitor machine learning models
- Design machine learning platforms and infrastructure
- Develop and optimize model training tools
- Develop platform APIs and services for ML workflows
- Implement secure production code for platform services APIs and automation pipelines
- Integrate data engineering feature management and model serving
- Manage model lifecycle
- Monitor troubleshoot and improve platform reliability scalability and performance
- Produce architecture and design artifacts for platform components
Perks/Benefits
- N/A
Skills/Tech-stack
AI Platform | AWS SageMaker | Airflow | Azure ML | CI/CD | Cloud AI Platform | Cloud Orchestration | CloudFormation | Databricks | Docker | Feature Stores | Google Cloud | Google Cloud AI | Google Cloud AI Platform | Infrastructure as Code | Kubernetes | ML metadata | ML metadata management | MLOps | Metadata Management | Microservices | Model registries | Model versioning | Monitoring | Pandas | PyTorch | Python | RESTful APIs | SQL | Scikit-learn | Snowflake | Spark | TensorFlow | Terraform | “as-code”
Education
N/A
Regions
Countries
States
Cities
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