Software Engineer III - Machine Learning Platform
New York, NY, United States
USD 172K-210K (estimate) Senior-level Full Time
Tasks
- Automate infrastructure provisioning
- Build machine learning infrastructure
- Collaborate with ML engineers
- Collaborate with data scientists
- Collaborate with product teams
- Configure CI/CD pipelines
- Create architecture/design artifacts
- Design scalable machine learning platforms
- Develop model deployment tools
- Develop model training tools
- Develop platform services and APIs
- Ensure platform performance
- Ensure platform reliability
- Ensure platform scalability
- Implement automation pipelines
- Implement model monitoring
- Implement model serving
- Integrate data engineering capabilities
- Integrate feature management capabilities
- Manage model lifecycle
- Produce continuous improvement plans
Perks/Benefits
- N/A
Skills/Tech-stack
AI Platform | AWS SageMaker | Airflow | Azure Machine Learning | CI/CD | Cloud AI Platform | CloudFormation | Databricks | Docker | Feature Stores | Google Cloud | Google Cloud AI | Google Cloud AI Platform | Infrastructure as Code | Kubernetes | ML metadata | ML metadata management | MLOps | Machine Learning | Metadata Management | Microservices | Model Monitoring | Model registries | Model versioning | 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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