Software Engineer III - Machine Learning Platform
New York, NY, United States
USD 175K-210K (estimate) Senior-level Full Time
Tasks
- Automate CI CD pipelines for ML platform
- Automate infrastructure provisioning
- Build and maintain scalable ML platforms
- Collaborate with data scientists and ML engineers
- Collaborate with product teams to deliver platform features
- Create architecture and design artifacts
- Design machine learning platform infrastructure
- Develop APIs for ML workflows
- Develop and optimize model deployment tools
- Develop and optimize model training tools
- Develop secure production code for platform services
- Implement feature management capabilities
- Implement model monitoring and lifecycle management
- Implement model serving capabilities
- Integrate data engineering into ML platform
- Monitor platform reliability and performance
- Troubleshoot platform issues
Perks/Benefits
- N/A
Skills/Tech-stack
AI Platform | APIs | AWS SageMaker | Agile methodologies | Airflow | Azure ML | CI/CD | CloudFormation | Databricks | Docker | Feature Stores | GCP AI | GCP AI Platform | Infrastructure as Code | Kubernetes | ML metadata | MLOps | Microservices | Model registries | Model versioning | Monitoring | Pandas | PyTorch | Python | RESTful APIs | SQL | Scikit-learn | Snorkel AI | Snowflake | Spark | TensorFlow | Terraform | “as-code”
Education
N/A
Regions
Countries
States
Cities
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