Machine Learning Engineer Consultant
Tasks
- Automate machine learning pipeline integration and testing
- Build Docker and VM images
- Create model versioning and data versioning
- Deploy and monitor AI services
- Develop production ready machine learning pipelines
- Implement data quality checks and data flow design
- Integrate machine learning solutions into industrial pipelines
- Monitor models from IT and business perspectives
- Parameterize target production environment
- Retrain models automatically as needed
- Set up CI CD for machine learning deployment
Perks/Benefits
Skills/Tech-stack
Agile | CI/CD | Containerization | Data Versioning | Data Visualization | Dependency management | Docker | ELT | ETL | GitLab CI | Model versioning | PostgreSQL | Python | Spark | Virtualization
Education
N/A
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