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NHS Data and Analytics Academy
L3 Snr Practitioner
- You can create and manage MVP pipelines and interfaces, ensuring seamless integration of machine learning models into existing systems
- You can demonstrate proficiency in containerisation and ensure interoperability between different systems and platforms
- You consider redundancy and ensure the reliability of components when implementing solutions
- You can balance cost, benefit, and performance considerations in system integration.
- You can implement testing frameworks, and understand issues of monitoring systems and model drift.
- You can consider the entire lifecycle of machine learning products, from deployment to maintenance and updates
- You can understand the capabilities and limitations of different infrastructures.