Sr. Data Architect/ Data Modeler Resume
Omaha, NB
SUMMARY
- Above 9+ years of IT experience as Sr. Data Architect/Data Modeler and Data Analyst in design, development, testing and maintenance ofdata warehouse, business intelligence and operationaldatasystems.
- Architectand design conceptual, logical and physical models and builddatamarts using hybrid Inmon and Kimball DW methodologies
- Excellent understanding of an Approach to MDM to creating adatadictionary, Using Informatica or other tools to do mapping from sources to the Target MDMDataModel.
- Experience in conducting Joint Application Development (JAD) sessions with SMEs, Stakeholders and other project team members for requirement gathering and analysis.
- Experience in importing and exportingdatausing Sqoop from HDFS to Relational Database Systems (RDBMS) and from RDBMS to HDFS.
- Experience as a dedicatedData Warehouse Architect, with expertise inDesigning and Developing Data Model.
- Extensive experience in shell scripting Python, Perl, Ruby, or any other scripting language.
- Knowledge and working experience on big data tools like Hadoop, Azure Data lake,AWSRedshift.
- Strong experience with architecting highly performant databases using PostgreSQL, PostGIS, MYSQL and Cassandra.
- Specialization in Data Modeling, Data warehouse design, Building conceptual Architect, Data Integration and Business Intelligence Solution.
- Experience in working with business intelligence anddatawarehouse software, including SSAS, Pentaho, Cognos, OBIEE, QlikView, Greenplum Database, Amazon Redshift, or AzureData Warehouse
- Experienced in Hadoop Ecosystem development using MapReduce, HDFS, Hive, Pig, HBase, Sqoop, Flume, Spark, and Oozie.
- Hands on experience with variousDataArchitectand ETLArchitect, subsystem and patterns, including Change Date Capture, Slow Change Dimension,DataCleansing, auditing and validation, etc.
- Experience in developing Map Reduce Programs using Apache Hadoop for analyzing the Big data as per the requirement.
- Experience in various Teradata utilities like Fastload, Multiload, BTEQ, and Teradata SQL Assistant.
- Experience in integration of various relational and non - relational sources such as DB2, Teradata, Oracle, Netezza, SQL Server, NoSQL, and Netezza database
- Good experienced in Dimensional and RelationalDataModeling using Star and Snowflake Schemas, OLTP/OLAP system, Fact and Dimension tables, Conceptual, Logical and Physicaldata Modeling using Erwin.
- Experienced in SQL, PL/SQL package, function, stored procedure, triggers, and materialized view, to implement business logics of oracle database.
- Good knowledge of Data Marts, Operational Data Store (ODS), Dimensional Data Modeling.
- Strong background in variousDataModeling tools using ERWIN, ER/Studio and Power Designer.
- Extensively used ERWIN for REVERSE Engineering, FORWARD Engineering, SUBJECT AREA, DOMAIN, Naming Standards Document etc.
- Excellent understanding and working experience of industry standard methodologies like System Development Life Cycle (SDLC), as per Rational Unified Process (RUP), AGILE and Waterfall Methodologies.
- Expertise in SQL Server Analysis Services (SSAS) and SQL Server Reporting Services (SSRS).
- Expertise in Normalization/De-normalization techniques for optimum performance in relational and dimensional database environments.
TECHNICAL SKILLS
Analysis and Modeling Tools: Erwin 9.6/9.5, Sybase Power Designer, Oracle Designer, ER/Studio 9.7
Database Tools: Microsoft SQL Server 2014/2012 Teradata 15/14, Oracle 12c/11g, MS Access, Poster SQL, Netezza
OLAP Tools: Tableau, SAP BO, SSAS, Business Objects, and Crystal Reports 9.
ETL Tools: SSIS, Pentaho, Informatica Power 9.6 etc.
Web technologies: HTML, DHTML, XML, JavaScript
Reporting Tools: Business Objects, Crystal Reports
Operating Systems: Microsoft Windows 7/8/XP / Vista, Linux and UNIX
Tools: & Software: TOAD, MS Office, BTEQ, SQL Assistant
BigData: Hadoop, HDFS 2, Hive, Pig, HBase, Sqoop, Flume.
Other tools: TOAD, SQL PLUS, SQL LOADER, MS Project, MS Visio and MS Office, Have worked on C++, UNIX, PL/SQL etc.
PROFESSIONAL EXPERIENCE
Confidential, Omaha, NB
Sr. Data Architect/ Data Modeler
Responsibilities:
- Worked with BTEQ to submit SQL statements, import and exportdata, and generate reports in Teradata.
- Defined and deployed monitoring, metrics, and logging systems on AWS.
- Responsible for technicalDatagovernance, enterprise wideDatamodeling and Database design.
- Implementdatawarehouse designs to collect and extract/transform/loading of legacydatato core SAP system.
- Designed thedatamarts using the Ralph Kimball's DimensionalDataMart modeling methodology using ER Studio.
- Incorporated business requirements in quality conceptual, logicaldatamodels using ER Studio and created physicaldatamodels using forward engineering techniques to generate DDL scripts.
- Designing normalized and star schemadataarchitectures using ER Studio and forward engineering these structures into Teradata.
- Responsible for Bigdatainitiatives and engagement including analysis, brainstorming, POC, and architecture.
- Demonstrated expertise utilizing ETL tools, including SQL Server Integration Services (SSIS), Data Transformation Services (DTS), and DataStage and ETL package design, and RDBM systems like SQL Servers, Oracle, and DB2.
- Review and Patch of Netezza and Oracle environments including DB2, OS and Server firmware.
- Selecting the appropriate AWS service based on data, compute, database, or security requirements.
- Used Flume extensively in gathering and moving log data files from Application Servers to a central location in Hadoop Distributed File System (HDFS) for data science.
- Working on Amazon Redshift and AWS and architecting a solution to load data, create data models and run BI on it.
- Used Teradata Administrator and Teradata Manager Tools for monitoring and control the system.
- Developed and configured on Informatica MDM hub supports the MasterDataManagement (MDM), Business Intelligence (BI) andDataWarehousing platforms to meet business needs.
- Worked with Hadoop eco system covering HDFS, HBase, YARN and Map Reduce.
- Massively involved inDataArchitectrole to review business requirement and compose source to targetdatamapping documents.
- Worked and used different database types like DynamoDB orRedshift.
- Developed, Implemented & Maintained the Conceptual, Logical & PhysicalDataModels using ER/Studio 9 (ER Studio)- Forward/Reverse Engineered Databases.
- Involved in Agile project management environment.
- Translate business anddatarequirements into Logicaldatamodels in support of EnterpriseData Models, ODS, OLAP, OLTP, OperationalDataStructures and Analytical systems.
- Designed both 3NFdatamodels for ODS, OLTP systems and dimensionaldatamodels using Star and Snow flake Schemas.
- Worked extensively on ER Studio for multiple Operations across Hartford in both OLAP and OLTP applications.
- Developed PL/SQL scripts to validate and loaddatainto interface tables
- Involved in maintainingdataintegrity between Oracle and SQL databases.
- Involved in OLAP model based on Dimension and FACTS for efficient loads ofdatabased on Star Schema structure on levels of reports using multi-dimensional models such as Star Schemas and Snowflake Schema.
- Performed theDataMapping,Datadesign (DataModeling) to integrate thedataacross the multiple databases in to EDW.
- Perform administrative tasks, including creation of database objects such as database, tables, and views, using SQL DCL, DDL, and DML requests.
- Participated in several project activities includingDataArchitectdesign, ETL design, QA support, Code review.
Environment: ER Studio 9.7, Teradata 15, Star Schema, Snowflake Schema, OLAP, OLTP, Oracle 12c, ODS, Business Objects, MDM, Hadoop, Spark, Cassandra, SAP.
Confidential, Malvern, PA
Sr. Data Architect/ Data Modeler
Responsibilities:
- Developing full life cycle software including defining requirements, prototyping, designing, coding, testing and maintaining software.
- Independently coded new programs and design Tables to load and test the program effectively for the given POC's using BigData/Hadoop.
- Enforced referential integrity in the OLTPdatamodel for consistent relationship between tables and efficient database design.
- Familiar and with advanced Amazon Redshift and MPP database concepts
- As aArchitectimplement MDM hub to provide clean, consistentdatafor a SOA implementation
- Establishand develop new database maintenance scripts -Automate Netezza database management and monitoring
- Utilized Informatica toolset (Informatica Data Explorer, and Informatica Data Quality) to analyze legacy data for data profiling
- Performed database health checks and tuned the databases using Teradata Manager.
- Experience using MapReduce, and "Big data" work on Hadoop and other NOSQL platforms.
- Developed, managed and validated existingdatamodels including logical and physical models of thedatawarehouse and source systems utilizing a 3NF model.
- Used Star Schema and Snowflake Schema methodologies in building and designing the LogicalDataModel into Dimensional Models.
- Implemented logical and physical relational database and maintained Database Objects in thedatamodel using Erwin 9.5.
- Full life cycle ofDataLake,DataWarehouse with Bigdatatechnologies like Spark, Hadoop.
- Involved in debugging and Tuning the PL/SQL code, tuning queries, optimization for the Oracle, and DB2 database.
- Worked on Business Intelligence solution using Redshift DB, and Tableau.
- DevelopedDataMapping,DataGovernance, and transformation and cleansing rules involving OLTP, ODS.
- Designed and deployed scalable, highly available, and fault tolerant systems on AWS.
- Developed various QlikViewDataModels by extracting and using thedatafrom various sources files, DB2, Excel, Flat Files and Bigdata.
- Involved in developing Database Design Document including Data Model Conceptual, Logical and Physical Models using Erwin 9.5.
- Responsible fordatamodeling and managing thedatawarehouse environments which include mentoring junior DBAs.
- Developed and implemented strategy for the extraction ofdatafrom the different sources and loading into appropriatedata-mart composition.
Environment: ERWIN r9.5, Oracle 11g, DB2, Flat files, QlikView, Star Schema, Snowflake Schema, T-SQL, MYSQL, Hadoop, Hive, Map Reduce, MDM, PL/SQL, OLAP, OLTP, DB2, ODS
Confidential, Seattle, WA
Sr. Data Architect/ Data Modeler
Responsibilities:
- Interaction with Business Analyst, SMEs and otherDataArchitectsto understanding Business needs and functionality for various project solutions
- Translating high level business requirements into solution, infrastructure architectures, involved enterprisearchitectsto align strategic view.
- Defined the architecture and various phases for the implementation of the transactional anddata warehouse systems.
- Full life cycle ofDataLake,DataWarehouse with Bigdatatechnologies like Spark, Hadoop.
- Architected and delivered various complex OLAP databases/cubes, scorecards, dashboards and reports.
- Assigned tasks among development team, monitored and tracked progress of project following Agile methodology.
- Worked with BTEQ to submit SQL statements, import and exportdata, and generate reports in Teradata.
- Worked in generating and documenting Metadata while designing OLTP and OLAP systems environment.
- Involved in relational and dimensionalDataModeling for creating Logical and Physical design of the database and ER diagrams usingdatamodeling like Erwin.
- Worked with Data governance, Data quality, data lineage, Data architect to design various models and processes.
- Performance Tuning (Database Tuning, SQL Tuning, Application/ETL Tuning).
- Performeddataanalysis and data profiling using complex SQL on various sources systems including Oracle and DB2.
- Created a Logical Design and Physical Design in Erwin and used Erwin for developingDataModel using Star Schema methodologies.
- Controlled data cube development based on requirement prioritization and consolidation.
- Conducted Learning sessions for business users, analysts, QA team to provide insight intodata model and providing documentations.
Environment: Erwin 9.x, DB2, Hadoop, Spark, Star Schema, Snowflake Schema, ETL, ODS, Agile, PL/SQL, Erwin, OLTP, Oracle 10g/11g, SQL server, BTEQ,, MS Access, Excel.
Confidential - New York, NY
Sr. Data Modeler/ Data Analyst
Responsibilities:
- Worked as aDataModeler/Analystto generateDataModels using Erwin and developed relational database system.
- Designed and developed Use Cases, Activity Diagrams, Sequence Diagrams, OOD (Object oriented Design) using UML and Visio.
- Created DDL scripts using ER Studio and source to target mappings to bring thedatafrom source to the warehouse.
- Developed dimensional model for Data Warehouse/OLAP applications by identifying required facts and dimensions.
- Worked with Architecture team to get the metadata approved for the new data elements that are added for this project.
- Designed a STAR schema for the detailed data marts and Plan data marts involving shared dimensions (Conformed)
- Generated DDL (Data Definition Language) scripts using Erwin and supported the DBA in Physical Implementation of data Models.
- Used Erwin for reverse engineering to connect to existing database and ODS to create graphical representation in the form of Entity Relationships and elicit more information.
- Experience in Data Extraction/Transformation/Loading (ETL), Data Conversion and Data Migration by using SQL Server 2008 Integration Services (SSIS) and PL/SQL Scripts.
- Worked on Oracle PL/SQL and Shell Scripts, Packages, Scheduling, Data Import/Export, Data Conversions and Data Cleansing
- Development of database objects like Tables, views and materialized views etc using SQL.
- Involved in analysis of Business requirement, Design and Development of High level and Low level designs, Unit and Integration testing
- Datagovernance functional and practical implementation and also responsible for designing commonDatagovernance frameworks
- CreatedDataflow diagrams for current system. Developed adatatopology based on thedata storage, various replications, and movements ofdata.
- Created and maintained thedatadictionaries, maintained some parameters to provide faster query performance-using SQL.
- PerformedDataAnalysis anddataprofiling using complex SQL on various sources systems including Oracle 10g/11g and Teradata.
Environment: ER/ Studio, SSIS, SSRS, Teradata, PL SQL, Oracle 9i, SQL Server 2008, OLAP, OLTP, Star Schema, Snowflake Schema, ODS.
Confidential
Sr. Data Modeler/ Data Analyst
Responsibilities:
- Gathered Business requirements by organizing and managing meetings with business stake holders, Application architects, Technical architects and ITanalystson a scheduled basis.
- Communicated with users and business analysts to gather requirements. Involved in business process modeling using UML through Rational Rose.
- Reverse Engineered the Data Models and identified the Data Elements in the source systems and adding new Data Elements to the existing data models.
- Worked on data profiling and data validation to ensure the accuracy of the data between the warehouse and source systems.
- Executed the UNIX shell scripts that invoked SQL loader to load data into tables.
- Participated in several JAD (Joint Application Design/Development) sessions to track end to end flow of attributes starting from source screens to all the downstream systems.
- Involved in Data Profiling, Data Cleansing and make sure the data is accurate and analyzed when it is transferring from OLTP to Data Marts and Data Warehouse.
- Involved in data extraction, validation, analysis of the data and the store in data marts.
- Involved in Performance tuning by leveraging oracle explain utility and SQL tuning.
- Created PL/SQL packages and Database Triggers and developed user procedures and prepared user manuals for the new programs.
- Extensively working onDataModeling tools ErwinDataModelerto design thedatamodels.
- Consolidated existing SSRS reports to Micro Strategy reports without losing the functionality.
- Worked with DBA group to create Best-Fit PhysicalDataModel from the LogicalDataModel using Forward engineering using Erwin tool.
- Responsible for Metadata Management, keeping up to date centralized metadata repositories using Erwin modeling tools
- Documented logical, physical, relational and dimensionaldatamodels. Designed theDataMarts in dimensionaldatamodeling using star and snowflake schemas.
- Worked withDataArchitects andDataModelersextensively sharing knowledge and ideas in designingDataModels.
- Worked between the application team and thedatateam in order to gather the business requirements and build the database objects accordingly
Environment: Erwin 7.0, Metadata, SSRS, OLAP, OLTP, Oracle 9i/8i,, Oracle SQL Developer, PL/SQL, Business Objects, MS office suite.
