Ability to transform proof of concept machine learning models into scalable solutions
Ability to apply software development best practice into machine learning project, including unit test, DevOps integration, release management, test driven development, etc.
Experience in any one BI/ETL tool preferred (Informatica//SAP BW/Cognos BI)
Experience with building complex data lakes and pipelines.
Experience withAzure Synapse, Azure Data Lake (Azure Data Factory, Azure Data Bricks, Blob Storage, etc.) and Python required.
Experience with at least one data visualization tools (e.g. Tableau/PowerBi/open source analytics) preferred
Ability to automate development process of machine learning project by leverage state of art tools and technology like container, continuous integration and delivery, orchestration tools etc.
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Good understanding and experience with software design principle and design pattern
Good understanding of Agile and scrum methodology, keep team focus on deliver business value