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At least 2 Projects done as Data Modeler
● Discover, analyze, and scope data requirements ; create high level process models to represent processes for the area under analysis
● Analyze existing business system data, data profiling, and source analysis
● Create detailed mapping documents covering source to target mapping, transformation logic and harmonization
● Design Data Architecture, Strategy, Employ “Entity-Relationship” modeling with the intent of producing a design best suited for retrospective analysis of data.
● Determine the right set of facts and surrounding dimensions suited to perform the desired type of analysis or queries against the data.
● Arrive at data solution diagrams including data flow diagrams, use case models, etc.
● Skilled in analyzing existing business system data, data profiling and source analysis.
● Expert using SQL
● Experts in understanding business need to translate those needs into an effective model.
● Expert in Entity-Relationship modeling, with specific expertise in Star/Snowflake Schema modeling.
● Experience implementing IBM UDMH Model - Atomic or Dimensional Model
● Exposure in one or more enterprise-level Modeling tools, IDA, ERWin, ER-Studio, etc
● Healthcare Domain Knowledge is a must; Exposure to HL7, FHIR, OMOP will be a plus
● Advanced understanding of data normalization and denormalization techniques.
● Expert in Metadata management and tools.
● Advanced experience in Master Data management/systems and Reference Data management/systems.
● Advanced experience with modeling process creation and implementation.
● Experts in understanding business need to translate those needs into an effective model
Data Analysts
Database Administrator
Data Scientist
Systems Analysts
Data Engineer
Data Modeling - 5 years
SQL - 4 years
Database Modeling - 4 years
MetaData Management - 3 years
Healthcare & Human Services