Sr. Data Modeler/analyst Resume
New York, NY
SUMMARY
- Six+ years of IT experience in design, architecture, development, implementation and maintenance to support standard databases and data warehousing environments.
- Experienced in Insurance, Finance, Banking and Healthcare domains with full life cycle implementation of database development and reporting needs.
- 6+ years of working experience as a Data Modeler and Data Analyst with high proficiency in requirement gathering and data modeling including design and support of various applications in OLTP, Data Warehousing, OLAP and ETL Environment
- Excellence in delivering Quality Conceptual, Logical and Physical Data Models for Multiple projects involving various Enterprise New and Existing Applications and Data Warehouse.
- Experienced in identifying entities, attributes, metrics, and relationships; also assigning keys and optimising the model.
- Proficient in data mart design, creation of cubes, identifying facts & dimensions, star & snowflake schemes
- Expert in developing transactional enterprise data models that strictly meet normalization rules, as well as Enterprise Data Warehouses using Kimball and Inmon Data Warehouse methodologies.
- Extensive experience in using ER modeling tools such as ERwin and ER/Studio.
- Excellent SQL programming skills and developed Stored Procedures, Triggers, Functions, Packages using SQL/PL SQL. Performance tuning and query optimization techniques in transactional and data warehouse environments.
- Extensive experience with Normalization (1NF, 2NF, 3NF and BCNF) and Denormalization techniques for improved database performance in OLTP and Data Warehouse/Data Mart environments.
- Involved in the maintenance of therepositories for the metadata
- Experience in logical/physical database design and review sessions to determine and describe data flow and data mapping from source to target databases coordinating with End Users, Business Analysts, DBAs and Application Architects.
- Experience in generating DDL scripts and creating indexing strategies.
- Oracle administration on 10g, 9i versions. Backup and Recovery strategies using RMAN, Cold\Hot backups, Replication and other data migration strategies.
- Proficient in Data Cleansing and Data Profiling based on standards.
- Excellent analytical and communication skills with clear understanding of business process flow, SDLC life cycle and facilitated JAD sessions.
- Good interpersonal and human relation skills to interact with clients and co - workers
- Involved in the preparation of Detailed Design Documentation
TECHNICAL SKILLS:
Analysis and Modeling Tools: ERwin 4.1/7.2/7.0/8.0 , Sybase Power Designer, Oracle Designer, BPwin, Rational Rose, ER/Studio, MS Visio
ETL Tools: Informatica Power Center 8.6.1/8.1/7.1 , Data Stage 7.5, Ab Initio
OLAP Tools: MS SQL Analysis Manager, DB2 OLAP, Cognos Powerplay
Languages: SQL, PL/SQL, T-SQL, XML, HTML, UNIX Shell Scripting, C, C++
Databases: MS SQL Server 2008/2005/2000 , Oracle11g/10g/9i/8i, DB2 V9.5, Teradata V2R6.1, MS Access 2000
Operating Systems: Windows XP/2000/98, UNIX (Sun Solaris 10)
Project Execution Methodologies: Ralph Kimball and Bill Inmon data warehousing methodology, Rational Unified Process (RUP),Rapid Application Development (RAD), Joint Application Development (JAD)
PROFESSIONAL EXPERIENCE
Confidential, New York, NY
Sr. Data Modeler/Analyst
Responsibilities:
- Part of the team responsible for the analysis, design and implementation of the business solution.
- Gathered and translated business requirements into detailed, production-level technical specifications, new features, and enhancements to existing technical business functionality.
- Involved in gathering user requirements along with Business Analyst.
- Facilitated development, testing and maintenance of quality guidelines and procedures along with necessary documentation
- Translated business concepts into XML vocabularies by designing XML Schemas with UML
- Conducted logical data analysis and data modeling JAD sessions, communicated data-related standards.
- Used ModelMart of ERwin for effective model management of sharing, dividing and reusing model information and design for productivity improvement
- Extracted data from the databases (Oracle and SQL Server) using Informatica to load it into a single data warehouse repository of Teradata
- Created data mapping documents from source to target systems.
- Used Star Schema and Snow flake schema methodologies in building and designing the logical data model in the dimensional Models.
- Created logical and physical design of the centralized Relational Data base
- Normalization to 3NF/Denormalization techniques for optimum performance in relational and dimensional database environments.
- Provided Database Normalization upto 3NF for the database schemas.
- Developed Conceptual, Logical and Physical data models for Central Model consolidation.
- Redefined many attributes and relationships in the model and cleansed unwanted tables/columns as part of Data Analysis responsibilities.
- Identified and processed the facts and dimension tables.
- Exhaustively collected business and technical Metadata and maintained naming standards
- Participated in the tasks of data migration from legacy to new database system
- 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.
- Worked with report developers for building OLAP CUBEs for ad hoc reporting.
- Worked with Data Stage Administrator to create/modify/delete projects and cleanup projects
- Developed job control routines for batch processing in DataStage BASIC
- Integrated the work tasks with relevant teams for smooth transition from testing to implementation phase
- Assisted end users, operations and testing teams by providing them with the necessary documents
Environment: Erwin r8.0, Informatica 7.1.3, Teradata v2R5/v2R6, Windows XP/NT/2000, SQL Server 2000/2005, SQL, Oracle 8i, MS Excel, MS Visio, Rational Rose, Requisite Pro
Confidential, Pittsburgh PA
Data Modeler
Responsibilities:
- Involvedwith the Business Analysts’ team in requirements gathering and based on provided business requirements, defined detailed Technical specification documents.
- Analyzed the Business information requirements and examined the OLAP source systems to identify the measures, dimensions and facts required for the reports.
- Performed the data source mapping.
- Utilized Power Designer’s forward/reverse engineering tools and target database schema conversion process.
- Documented logical, physical, relational and dimensional data models. Designed the data marts in dimensional data modeling using star and snowflake schemas.
- Redefined attributes and relationships in the model and cleansed unwanted tables/columns as part of data analysis responsibilities.
- Involved using ETL tool Informatica to populate the database, data transformation from the old database to the new database using Oracle and SQL Server.
- Identified and tracked the slowly changing dimensions and determined the hierarchies in dimensions.
- Used ModelMart of ERwin for effective model management of sharing, dividing and reusing model information and design for productivity improvement.
- Created logical and physical modeling in Relational database and normalized with 3NF to remove redundancy
- Worked with DBA group to create Best-Fit Physical Data Model from the Logical Data Model using Forward engineering.
- Review the data model with functional and technical team.
- Worked on the reporting requirements and involved in generating the reports for the Data Model.
- Involved in the study of the business logic and understanding the physical system and the terms and condition for database.
- Assistdevelopers,ETL, BI team and end users to understand the data model.
Environment: s: ERWIN r7.0, DB2 Version 9.0, Teradata 6.2, Oracle 10g, Microsoft Visio, Rochade Metadata Repository
Confidential, Huston TX
Data Modeler/Data Analyst
Responsibilities:
- Interviewed the end users for gathering information to determine requirements, data, report requirements, Analysis, meta data, Performance and Data Quality.
- Initiated and conducted JAD sessions inviting various teams to finalize the required data fields and their formats.
- Developed Logical and Physical Data models for the loan Systems by using ERWin 7.2.
- Conversed with Business Analyst and developers to gather information about the data models (Data Definition) to place the data dictionary in place.
- Extensively used Agile methodology as the Organization Standard to implement the data Models
- Redesigned some of the subject areas and introduced some new entities and attributes as per the requirements and also Supported database modifications.
- Designed different type of STAR schemas for detailed data marts and plan data marts in the OLAP environment.
- Interacted with Business analysts and Developers to gather the Data Definitions for the Data Models to get the Data Dictionaries in place.
- Supported the DBA to physically implement the tables in both oracle and db2 databases.
- Analyzed the physical data model to understand the relationship between existing tables. Cleansed the unwanted tables and columns as per the requirements as part of the duty being a Data Analyst.
- Established process on the work flow to create Work flow diagrams using Microsoft Visio.
- Trained the team members on ERwin 7.2.
- Created DMR mapping spreadsheets, Source to Target mapping documents including the transformation rules
- Transformed requirements into data structures which can be used efficiently to store, manipulate and retrieve information.
- Worked with the Business and the ETL developers in the analysis and resolution of data related problem tickets and other defects.
Environment: Data Stage 7.5, ERwin 7.2, PowerDesigner, Sybase12, Windows NT, MS Excel, MS Visio, DB2, Oracle 10g/9i, TOAD, CSV files, XML files, Cognos, UNIX
Confidential, Lincoln RI
Data Modeler
Responsibilities:
- Worked with business analyst to gather information on requirements
- Documented Technical & Business User Requirements during requirements gathering sessions.
- Analyzed conceptual into logical data and had JAD sessions and also communicated data related issues and standards.
- Involved in modeling business processes through UML diagrams.
- Created entity process association matrices, functional decomposition diagrams and data flow diagrams from business requirements documents.
- Conducted model walkthroughs and validation sessions.
- Used Sybase Power Designer tool for relational database and dimensional data warehouse designs.
- Participated in the tasks of data migration from legacy to new database system
- Worked on Metadata exchange among various proprietary systems using XML
- Handled performance requirements for databases in OLTP and OLAP models.
- Developed Cleansing and data migration rules for the Integration Architecture (OLTP, ODS, DW).
- Developed data mapping documents between Legacy, Production, and User Interface Systems.
- Used Crystal Reports to generate Ad-Hoc Reports
Environment: Power Designer, Data Maker, Model Manager, SQL-Server, Teradata, Oracle, SSIS, Informatica Power Center, Cognos, Windows XP, Sun Solaris, Unix
Confidential
Data Modeler/ Analyst
Responsibilities:
- Analysed existing data model and documented suspected design affecting performance of the system.
- Involved in gathering user requirements along with business analysts.
- Used UML for Business process modeling
- Documented technical requirements and business user requirements using Rational Requisite Pro
- Worked on conceptual model to derive logical model and later conversion into physical model
- Created Dimensional Data models by using star and snowflake schemas
- Applied second and third NFR to normalize existing ER data model of OLTP system.
- Created summary tables and improved complex Join operation using denormalization methods
- Redesigned indexes and maintained large tables.
- Maintained and supported reports developed in Crystal Reports/ASP.
- Analyzed various issues pertaining to database and strategically resolved them
Environment: Windows NT servers, Oracle databases, SQL Server, DB2, Microsoft Transaction Server, ERwin, Crystal Reports, Informatica, MS-SQL server analysis manager.
Confidential
Data Modeler
Responsibilities:
- Collection of requirements from business users and analyzed based on the requirements.
- Worked in logical and physical designs and transforming logical models into physical implementations.
- Used Erwin’s forward/reverse engineering tools and target database schema conversion process.
- Designed the data marts in dimensional data modeling using star and snowflake schemas.
- Redefined attributes and relationships in the reverse engineered model and cleansed unwanted tables/columns as part of data analysis responsibilities.
- Developed ETL routines using SSIS packages, to plan an effective package development process, and design the control flow within the packages
- Designed data flows that extract, transform, and load data by optimizing SSIS performance
- Worked with slowly changing dimensions (SCDs) in implementing custom SCD transformations.
- Developed mappings, sessions and batches for relational & flat file sources and targets.
- Loaded data into target database from sources using Workflow Manager.
- Worked on stored procedures for processing business logic in the database.
- Performance query tuning to improve the performance along with index maintenance.
- Worked on the reporting requirements for the data warehouse.
- Had good communication with production and testing team and created support documentation.
Environment: s: SQL, MS Office Suite, MS Visio, Windows XP/NT, HTML, XML, SQL Server 2000, Oracle 9i, Business Objects, Teradata V2R5.0, ER/Studio, UNIX.
