In H.4 and H.4B above, the education requirement is a Bachelors degree or equivalent in Computer Engineering, Electrical Engineering, Electronic Engineering, Software Engineering, or related.br br In H.10B above, the experience requirement is five 5 years of progressive experience in data modeling, data warehousing, or a combination thereof.br br In H.8A and H.8C above, the employer will accept a Masters degree or equivalent in Computer Engineering, Electrical Engineering, Electronic Engineering, Software Engineering, or related and three 3 years of experience in data modeling, data warehousing, or a combination thereof in lieu of a Bachelors degree or equivalent and five 5 years of progressive experience as described above.br br Special Requirements Work experience to include Experience creating data pipelines using Python; Data Warehouse ETL design and development; Experience creating dashboards and reports for Clevel executives; Big Data processing using any of the following distributed systems Apache Hadoop, Spark ecosystem, Hadoop, Hive, Spark, Kafka, or HDFS; and REST or SOAP APIs. Successful completion of reference checks and background checks is required.br br Special requirements defined at H.14 not to be conflated with H.8C andor H.10A. There is no timing requirement associated with the special requirements defined at H.14, unless specifically stated otherwise.

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