Entry - Proficiency in programming selected SQL and NoSQL platforms for data storage and access, with a specific focus on writing Extract, Transform, Load (ETL) scripts., Immediate - Architect and construct both relational and non-relational databases, ensuring the implementation of efficient Extract, Transform, Load (ETL) processes tailored for large datasets., Expert - Demonstrated advanced expertise in leveraging modern Big Data technologies for processing diverse data types sourced from multiple channels.,

Data Engineering Principles

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