Sr. Data Modeler Resume
Richardson, TX
SUMMARY
- Around 7+ years of experience in data modeling and data analysis, production support, database management, strategic analysis, requirements gathering, application and decision support.
- In - depth knowledge of Software Development Lifecycle (SDLC) and Agile software development methodologies adhering to best practices and industry standards.
- Extensive experience in using ER modeling tools such as Erwin and ER/Studio, Teradata, and MDM.
- Proficient in data mart design and creation of cubes using dimensional data modeling - identifying Facts and Dimensions, Star Schema and Snowflake Schema.
- Experience with DDL and DML including Joins, Functions, Indexes, Views, Constraints, Primary Keys and Foreign Keys.
- Excellent knowledge on logical application design and physical implementation for database application.
- Selecting appropriate AWS services to design and deploy an application based on given requirements.
- Proficient in System Analysis, ER/Dimensional Data Modeling, Database design and implementing RDBMS specific features.
- Strong experience in Normalization and Denormalization techniques for effective and optimum performance in OLTP and OLAP environments.
- Expertise in data design and modeling, system study, design, and development by applying Ralph Kimball methodology of dimensional and relational data modeling.
- Experience in Data transformation and Data mapping from source to target database schemas and also data cleansing.
- Good in Data warehouse loads, determining hierarchies, building various logics to handle Slowly Changing Dimensions.
- Expertise in SQL Server Analysis Services (SSAS), SSIS and SQL Server Reporting Services (SSRS)
- Excellent understanding and exposure to SQL queries and PL/SQL stored procedures, triggers, functions and packages.
- Extensive experience on building dashboards in Tableau and involved in Performance Tuning of reports and resolving issues within Tableau Server and Reports.
- Proficient with Data Analysis source and target systems for data migration efforts and resolving issues relating to data migration.
- Experience designing security at both the schema level and the accessibility level in conjunction with the DBAs
- Excellent in performing data transfer activities between SAS and various databases and data file formats like XLS,CSV,DBF,MDB etc.
- Strong experience in using Excel and MS Access to dump the data and analyze based on business needs.
- Experience in writing and executing unit, system, integration and UAT scripts in a data warehouse projects.
- Excellent communicative, interpersonal, intuitive, analysis, leadership skills, quick starter with ability to master and apply new concepts.
TECHNICAL SKILLS
Data Modeling Tools: Erwin Data Modeler 9.8/9.7, ER Studio v17, and Power Designer.
Programming Languages: SQL, PL/SQL, HTML5, XML and VBA.
Reporting Tools: SSRS, Power BI, Tableau, SSAS, MS-Excel, SAS BI Platform.
Cloud Platforms: AWS, Azure
BigData: Hadoop, Cassandra, Hbase
OLAP Tools: Tableau 7, SSAS, Business Objects, and Crystal Reports 9
Databases: Oracle 12c/11g, Teradata R15/R14, MS SQL Server 2016/2014.
Operating System: Windows, Unix, Sun Solaris
ETL/Data warehouse Tools: Informatica 9.6/9.1, SAP Business Objects XIR.
Methodologies: System Development Life Cycle (SDLC), Agile, Waterfall Model
PROFESSIONAL EXPERIENCE
Confidential - Richardson, TX
Sr. Data Modeler
Responsibilities:
- Worked as a Data Modeler in both Forward Engineering as well as Reverse Engineering using data modeling tools.
- Worked on HL7 data sets
- Designed the business requirement collection approach based on the project scope and SDLC Methodology.
- Skilled at gathering requirements by conducting one on one interviews, brainstorming sessions and Joint Application Development (JAD) sessions.
- Worked on Data modeling, Advanced SQL with Columnar Databases using AWS.
- Extensively used Erwin for developing data model using star schema methodologies.
- Used normalization and de-normalization techniques to achieve optimum performance of the database.
- Developed scripts that automated DDL and DML statements used in creations of databases, tables, constraints, and updates.
- Used Sqoop for data ingestion to Hadoop.
- Created graphical representation in the form of Entity Relationships and elicit more information.
- Designed logical and physical data models using data provisioning and consumption techniques.
- Resolved the data type inconsistencies between the source systems and the target system using the mapping documents.
- Used Cassandra as NoSQL storage
- Analyzed & designed the business rules for data cleansing that are required by the staging & OLAP and OLTP databases.
- Generated the DDL and assisted in designing the overall ETL strategy.
- Involved in extensive Data Analysis on the Teradata and Oracle Systems querying and writing in SQL and TOAD.
- Extensively analyzed Ralph-Kimball Methodology and implemented it successfully.
- Created packages in SSIS with error handling using various data transformations.
- Designed the PL/SQL procedures for getting the data from all systems to Data Warehousing system.
- Developed and maintained data dictionary to create metadata reports for technical and business purpose
- Involved in implementing Data blending, Replace references, customized queries and advanced visualizations in Tableau.
- Designed XML schemas using Unified Modeling Language UML translating business concepts into XML vocabularies
- Developed parameterized, caching, sub and Ad Hoc reports using SSRS.
- Created and Implemented triggers in T-SQL to facilitate consistent data entry into the databases.
- Written and executed unit, system, integration and UAT scripts in a data warehouse projects.
- Generated and reviewed reports to analyze Data using different excel formats Documented requirements for numerous Ad-hoc reporting efforts
Environment: Erwin9.8, SQL, AWS, ETL, Oracle12c, Teradata15, OLAP, OLTP, PL/SQL, Tableau, XML, T-SQL, SSRS, TOAD.
Confidential - Thousand Oaks, CA
Data Modeler
Responsibilities:
- Created Dimensional Model for the reporting system by identifying required dimensions and facts using Erwin.
- Involved in Scrum Meetings for Sprint Planning, Created Agile user stories, Sprint Review, Daily Scrum and update based on the burn-chart of the sprint sessions.
- Resolved the revolving issues by conducting and participating in JAD sessions with the users, modelers and developers.
- Worked on AWS Redshift and RDS for implementing models and data on RDS and Redshift
- Participated with application developers and DBAs to discuss about various De-normalizations, partitioning and indexing schemas for physical model.
- Created Data Dictionaries, Source to Target Mapping Documents and documented Transformation rules for all the fields.
- Designed and Developed logical & physical data models and Meta Data to support the requirements.
- Carried out effective data profiling to eradicate anomalies between source and target data.
- Designed and developed Informatica mappings for data loads and data cleansing.
- Worked with T-SQL to create Tables, Views, and triggers and stored Procedures.
- Implemented SSIS data transformations scripts, created maintenance procedures and provided data integrity strategies.
- Written PL/SQL Packages, Procedures and Functions to implement the business rules and to generate the attribute corrections and parallel comparison reports.
- Performed Data Analysis and Data Profiling using complex SQL queries on various sources systems including Oracle and Teradata.
- Generated ad-hoc SQL queries using joins, database connections and transformation rules to fetch data from legacy Oracle database systems
- Maintained Meta Data Repository for storing table definitions, table spaces and entity definitions.
- Implemented of slowly changing dimensions to accommodate OLTP, OLAP and BW environments
- Involved in the data migration, data lineage and also studying the data impact analysis.
- Compiled Data analysis, sampling, frequencies and stats using SAS.
- Designed ER diagrams and mapping the data into database objects.
- Created cascading parameters for SSRS reports as well as drill-down, drill through, sub reports and interactive sorting capability.
- Created and deployed Reports utilizing Tableau to design complex reports.
Environment: Erwin9.7, Agile, SQL, PL/SQL, T-SQL, Redshift, Informatica, SSIS, Teradata15, Oracle12c, OLAP, OLTP, SAS, SSRS, Tableau.
Confidential - Little Rock, AR
Data Modeler/Data Analyst
Responsibilities:
- Modeled new tables and added them to the existing data model using Power Designer as part of data modeling.
- Facilitated JAD sessions for project scoping, requirements gathering& identification of business subject areas.
- Used SSIS to create ETL packages to validate, extract, transform and load data to data warehouse databases.
- Used Query, SQL, Merge, Case, Validation transforms to transform the data (as needed) before loading into the warehouse tables.
- Involved in the development of a normalized database using Data Definition Language (DDL) in T-SQL.
- Extracted and reviewed data from heterogeneous sources like (Excel, CSV, Oracle, flat file) using SQL Server Integration Services (SSIS) from OLTP to OLAP.
- Designed and developed Tableau dashboards using stack bars, bar graphs, scattered plots, and Gantt charts.
- Involved in Data profiling, data analysis and data visualization with SAS new features, tools and technologies including SAS Visual Analytics.
- Massaged the existing model to create new logical and physical models that formed the basis for the new application.
- Implemented Data Mart, Facts, Dimensions, Snow Flake schema, Star Schema and OLAP cubes
- Created the data mapping document from source to target and the data quality assessments for the source data.
- Conducted one-on-one sessions with business users to gather Data Warehouse Requirements.
- Involved in MDM Process including data modeling and prepared data mapping documents based on graph requirements.
- Performed legacy application data cleansing, data anomaly resolution and developed cleansing rule sets for ongoing cleansing and data synchronization.
- Prepared documentation for all the analysis done and extensively used MS Office to prepare presentations.
- Created naming standards for data attributes and metadata to track data source, load frequency, generated key values, and data dictionary.
- Improving the performance on SSRS procedures and provided the recommendation on server related tuning issues.
- Created PL/SQL packages and Database Triggers and developed user procedures and prepared user manuals for the new programs.
- Worked on Metadata exchange among various proprietary systems using XML.
Environment: Power Designer, ETL, SSIS, T-SQL, Oracle11g, OLAP, OLTP, SAS, Excel, MDM, XML, SSRS, PL/SQL.