Principal Machine Learning Engineer
Tasks
- Apply unit testing and test-driven development
- Automate machine learning development process
- Build CI CD and deployment infrastructure
- Build and maintain large scale data infrastructure for AI projects
- Build feature store components
- Collaborate with data scientists on algorithm pilots
- Deploy machine learning solutions into production
- Design develop and maintain analytical pipeline framework
- Develop data pipelines
- Develop monitoring solutions
- Evaluate data quality for machine learning
- Implement model lifecycle management
- Implement release management
- Improve data quality using tools and frameworks
- Industrialize machine learning solutions at scale
- Integrate with external IT infrastructure for end to end solutions
- Recommend and select cloud services
- Transform proof of concept models into scalable solutions
- Use agile and scrum to deliver business value
- Write scalable maintainable code using software design patterns
Perks/Benefits
- N/A
Skills/Tech-stack
Agile | BigQuery | CI/CD | Cloud Composer | Cloud Monitoring | Cloud Run | Cloud Storage | Cloud platform | Continuous Delivery | Continuous integration | Data Quality | Data Quality Evaluation | Datadog | Design Patterns | Docker | Feature Engineering | Feature Store | GCP | GKE | Google Cloud | Google Cloud Platform | Google Cloud Storage | Grafana | Kubernetes | Lifecycle Management | Model Lifecycle | Model Lifecycle Management | Orchestration | Prometheus | Python | Quality evaluation | Release Management | Scrum | Sentry | Software Architecture | Software Design | Software Design Patterns | Spark | Terraform | Test-Driven | Test-Driven Development | Unit Testing
Education
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