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Data refinement: Raw data is refined into consumable layers (raw, processed, conformed, and analytical) using a combination of AWS Glue extract, transform, and load (ETL) jobs and EMR jobs. Deployment times stretched for months and required a team of three system engineers and four MLengineers to keep everything running smoothly.
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