Lead Data Modeler/data Analyst Resume
Chicago, IL
SUMMARY
- Over 10 years of IT professional experience with strong background in Database development,Data analysis and designing ofdatamodels for different domains.
- Strong Knowledge of SDLC methodology including analysis, design, development, testing and maintenance.
- Experience in the field ofData/ Business analysis, ETL Development,and Project Management.
- Experience as a Data Analyst and Data Modeler with solid understanding of BusinessRequirements Gathering, Business Process Mapping Evaluating DataSources, DataMapping, Translating Requirements into Specifications, Application Design.
- Senior level SQL query skills (Oracle and TSQL) in analyzing and validating SSIS ETL databasedata warehouse processes.
- Expertise in broad range of technologies, including business process tools such as MicrosoftProject, MSExcel, MSAccess, MSVisio, technical assessment tools, Micro StrategyDataWarehouseDataModeling and Design.
- Extensive experience in Relational Data Modeling, Dimensional Data Modeling, Logical/PhysicalDesign, ERDiagrams, Forward and ReverseEngineering, Publishing Erwindiagrams, analyzing data sources and creating interface documents.
- Created, documented and maintained logical and physicaldatabase models in compliance with enterprise standards.
- Expertise in SQL Performance Tuning and Optimization (Design, Memory, Application, IO) and using Explain plan, Tracing and TKPROF.
- Excellent knowledge in SQL and coding PL/SQL Packages, Procedures.
- Expert in leading the team and in collaborating across different functions and departments.
- Worked extensively on forward and reverse engineering processes using tools like Erwin.
- Created DDLscripts for implementingDataModeling changes.
- Experienced in generating and documenting Metadata, while designing OLTP, ODS and OLAP systems environment.
- Worked on different platforms such as Windows8/windows7/XP and UNIX, SunSolaris, AIX, HP
- Created reports from SAPmodules using BusinessObjects / CrystalReports based upon business requirements.
- Competent in Creating Unified Modeling Language (UML) diagrams such as UseCaseDiagrams, ActivityDiagrams, ClassDiagrams and Sequence Diagrams.
- Experience in testing Business Intelligence reports generated by various BI Tools like Cognos and BusinessObjects
TECHNICAL SKILLS
Operating System: UNIX, Linux, Windows, Windows XP pro
Data Analysis: Requirement Analysis, Business Analysis,DataFlow Diagrams, Business Rules,DataModeling.
Database: Oracle 8i/9i/10g, 11g, 12c, MS Access, SQL Server, Sybase and DB2.
DataModeling Tools: Erwin, Rational Rose and MS Visio Star and Snowflake Schemas Modeling, Facts & Dimensions.
Languages: SQL, PL/SQL, ASP, Visual Basic, XML, Java Scripting
Applications: Toad for Oracle, Oracle SQL Developer, MS Word, MS Excel MS Power Point, Teradata, Designer 6i
ETL Tools: Informatica Power Center 7.x/8.x,9.x, SQL * Loader
Reporting Tools: Oracle Business Intelligence
PROFESSIONAL EXPERIENCE
Confidential, Chicago, IL
Lead Data Modeler/Data Analyst
Responsibilities:
- Involved in data analysis and creating data mapping documents to capture source to target transformation rules.
- Create logical and physicaldata models using Erwin to meet the needs of the organization's information systems and business requirements.
- Populate or refresh Teradata tables using Fast load, Multi load & Fast export utilities for user Acceptance testing and loading history data into Teradata.
- Used Erwin to transformdatarequirements intodatamodels.
- Utilized SQLserver's reporting services SSRS and SSIS to support reporting requirements.
- Used Erwin and Visio to create 3NF and dimensional data models and published to the business users and ETL / BI teams.
- Performed extensive task which include DataQualityAnalysis, Data lineage and Data Standardization datastructures, data base design, datawarehouses, business intelligence/analytic tools, SQL, ETLtools, and data integration methods.
- Head the review and validation meetings with stakeholders.
- Developed conceptual/logical/physical data models using Erwin according to requirements.
- Worked on creating role playing dimensions, fact less Fact, snowflake and starschemas.
- Worked on SQLServer concepts SSIS (SQL Server Integration Services), SSAS (Analysis Services) and SSRS (Reporting Services).
- Datamapping, logicaldatamodeling, used SQLqueries to filterdatawithin the Oracle and Sybase.
- Used the AgileScrum methodology to build the different phases of Software development life cycle.
- Performed data mining on data using very complex SQL queries and discovered pattern.
- Involved in the validation of the OLAP Unit testing and System Testing of the OLAP Report Functionality and data displayed in the reports.
- Successfully Integrateddataacross multiple and high volumes ofdatasources and target applications.
- Mentoring the Team of 13 members on technical issues and providing appropriate design solutions and delegating the individual tasks on a daily basis.
- Extensive experience in Relational and DimensionalData modeling for creating Logical and Physical Design of Database and ER Diagrams using multiple data modeling tools like ERWIN.
- Used extensive SQL fordataprofiling/analysis to provide guidance in building thedatamodel
Environment: Erwin 9x, DB2, Oracle, Information Analyzer, Informatica, MDM, Quality centre, Excel, MS - Word, SQl.
Confidential, Stamford, CT
Lead Data Modeler/Data Analyst
Responsibilities:
- Actively involved in creating Physical and Logical models using Erwin.
- Extensively used complex SQL forDataAnalysis.
- Designed ERdiagrams, logicalmodel (relationship, cardinality, attributes, and, candidate keys) and physicaldatabase (capacity planning, object creation and aggregation strategies) as per business requirements.
- Worked on creating SQL queries and performance tuning of queries
- Developed a Conceptualmodel using Erwin based on requirements analysis.
- Analysis of functional and non-functional categorized data elements for data profiling and mapping from source to target data environment.
- Developed normalized Logical and Physicaldatabase models to design OLTP system for insurance applications
- Created dimensionalmodel for the reporting system by identifying required dimensions and facts using Erwin.
- Extracted data from various sources like Oracle,Mainframes, flat filesand loaded into the targetNetezzadatabase.
- Mentored a Team of 10 members.
- Worked on data warehousing, ETL, SQL, scripting and big data (MPP + Hadoop).
- Used forward engineering to create a PhysicalDataModel with DDL that best suits the requirements from the LogicalDataModel
- Generated ad-hoc SQL queries using joins, database connections and transformation rules to fetchdatafrom legacy DB2 and SQLServer database systems.
- Involved with datacleansing/scrubbing and validation.
- Attending weekly governance meetings and providing detailed status report to the client and offshore team etc.
- Extracteddatafrom the databases (Oracle and SQLServer, DB2, FLATFILES) using Informatica to load it into a singledatawarehouse repository.
Environment: PL/SQL, Informatica 9.x, Oracle 11G, Netezza, Aginity, ERWIN data modeler, UNIX, SQL, Oracle10g, DB2, MS Excel, MS Visio, Rational Rose.
Confidential, Buffalo, NY
Sr. Data Analyst/Data Modeler
Responsibilities:
- DataArchitecture, logical and physicalModeling for OLAP systems.
- Normalizing the tables/relationships to arrive at effective RelationalSchemas.
- Identifying the facts&dimensions; grain of fact, aggregate tables for Dimensional Models.
- Developing SnowflakeSchemas by normalizing the dimension tables as appropriate.
- Responsible for designing, testing, deploying, and documenting the data quality procedures and their outputs.
- Performed data analysis and data profiling using complex SQL on various sources systems including Oracle and Teradata.
- Developed, Implemented & Maintained the Conceptual, Logical&PhysicalDatamodels.
- Involved in extensive DATA validation by writing several complex SQLqueries and Involved in back-end testing and worked with data quality issues.
- Used ERWIN Studio CWErwin tool for modeling logical models.
- Normalizationtechniques to arrive at effective Relational Schemas.
- Involved in capturingdatalineage, table and columndatadefinitions, valid values, and others necessary information in thedatamodels.
- Performance Tuning (DatabaseTuning, SQLTuning, Application/ETLTuning).
- Developed Logical and Physicaldatamodels that capture current state/future statedataelements and dataflows using Erwin / Star Schema.
- Worked on all phases of data warehouse development lifecycle, from gathering requirements to testing, implementation, and support using PentahoDataIntegration and SSIS.
Environment: Erwin, Teradata, SQL, Sybase Power Designer 12.5/ 15, Business Objects, Ab Initio, MS office, MS Access.
Confidential, Columbus OH
Sr. Data Analyst/Data Modeler
Responsibilities:
- Performeddataanalysis and profiling of sourcedatato better understand the sources.
- Extensively used ETL methodology for supporting data extraction, transformations and loading processing, in a complex EDW using Informatica.
- Managed, updated and manipulated report orientation and structures with the use of advanced Excel functions including Pivot Tables and V-Lookups.
- Experience using data cleansing techniques, Excelpivottables, formulas, and charts.
- Created SAS datasets by extracting data from Excel, Flat Files.
- Extensively used MS Access to pull the data from various data bases and integrate the data.
- Involved in mapping spreadsheets that will provide theDataWarehouseDevelopment (ETL) team with source to targetdatamapping, inclusive of logical names, physical names,datatypes, domain definitions, and corporate meta-datadefinitions.
- Used Model Mart of Erwin for effective model management of sharing, dividing and reusing model information and design for productivity improvement.
- Performed dataanalysis and dataprofiling using complex SQL on various sources systems including Oracle and Teradata.
- Responsible for different Datamapping activities from Source systems to Teradata
- Worked in importing and cleansing of data from various sources like Teradata, Oracle, flat files, SQL Server 2005 with high volume data.
- Developed Star Schema and Snowflake Schema in designing the Logical Model into Dimensional Model.
- Tuning the Informatica Mappings for optimum performance and scheduling ETL Sessions.
- Conducted several PhysicalDataModel training sessions with the ETLDevelopers. Worked with them on day-to-day basis to resolve any questions on Physical Model.
- Involved in extensive DATAvalidation by writing several complex SQLqueries and Involved in back-end testing and worked with data quality issues.
- Involved in ETL mapping documents indatawarehouse projects.
Environment: Quality Center 9.2, MS Excel 2007, PL/SQL, Java, Business Objects XIR2, ETL Tools Informatica 8.6/9.1/9.5, SSIS, Oracle 11G, Teradata R13, Teradata SQL Assistant
Confidential, Atlanta, GA
Data Analyst/Data Modeler
Responsibilities:
- Performeddataprofiling in the source systems that are required forDataMarts.
- Performeddataanalysis anddataprofiling using complex SQL on various sources systems
- Created SQL scripts to finddataquality issues and to identify keys,dataanomalies, anddatavalidation issues.
- Involved in defining the source to targetdatamappings, businessrules, anddatadefinitions.
- Responsible for analyzing various data sources such as flat files, ASCII Data, EBCDIC Data, RelationalData (Oracle, DB2 UDB, MS SQL Server) from various heterogeneous data sources.
- Tested Complex ETL Mappings and Sessions based on business user requirements and business rules to load data from source flat files and RDBMS tables to target tables.
- Involved in Performance Tuning of the database which included creating indexes, optimizing SQL statements & monitoring the server.
- Reverse engineered all the Source Databases using Erwin
- Performed data analysis and dataprofiling using complex SQL on various sources systems including Oracle and Teradata.
- Involved indatawarehouse design.
- Involved in testing the XML files and checked whether data is parsed and loaded to staging tables.
- Useddataanalysis techniques to validate business rules and identified low quality missingdatain the existing Amgen enterprisedatawarehouse (EDW)
Environment: Oracle 9i, MS Access 2003, MS Excel 2003, MS Word 2003, MS Outlook 2003, CA Erwin, Crystal Reports, PowerPoint 2003, SharePoint
