Data Analyst Resume
Kansas, CitY
SUMMARY
- A highly accomplished Data Analyst and a Data Modeler with 8 years of IT experience specialized in Software development life cycle (SDLC), designing and developing of database and data models for various OLTP (online transaction processing), OLAP (online analytical processing) systems.
- Have a good exposure in overall SDLC including requirement gathering, development, testing, debugging, deployment, documentation, production support and Extensive experience in Project Management methodologies and Microsoft SQL Server database management.
- Strong experience in data modelling, conceptual, logical/physical, relational, and multi - dimensional modeling, Data Transformation (ETL) and reporting.
- Worked with star schema and snow-flake schema, fact and dimension tables in both data warehousing models and normalized data models.
- Proficient in data mart design and creation of cubes using dimensional data modelling.
- Well versed in normalization and de-normalization techniques for optimum performance in relational and dimensional database environments.
- Involved in the forward engineering of the logical models to generate the physical tables using Erwin2.5
- Vast experience of requirement gathering, to hold the sessions of JAD (Joint Application Development), JRP (Joint Requirement Planning), UAT (User Acceptance Testing), GAP analysis.
- Experience in SSIS, SSRS in solving business problems and managing reports in organization.
- Experienced in Data loading using PL\SQL Scripts and SQL Server Integration Services packages (SSIS 2005/2008).
- Experience with data warehousing design methodologies using Kimball orInmon approaches
- Experience working with agile and waterfall methodologies.
- Provided Strong Support to the reporting team using data virtualization tools like Tableau, Power BI Etc.
- Excellent knowledge in creating databases, tables, stored procedures, DDL/DML triggers, views, user-defined data types, effective functions, cursors, and indexes using T-SQL.
- Extensive experience in relational and dimensional data modeling for creating logical and physical design of the database and ER diagrams using data modeling tools like ERWIN and ER studio.
- Expertise in extracting, transforming, and loading (ETL) data from spreadsheets, database tables and other sources.
- Excellent team player to work in conjunction with business analysts, production, support teams, subject matter experts, database administrators, ETL team and database developers.
- Exceptional communication and presentation skills and established track record of client interactions.
- Committed Team player and capable of working independently. Good problem-solving skills, initiation, and judgment.
TECHNICAL SKILLS
Data analysis: Requirements Gathering, JAD sessions, Process/Production Model analysis, Data Normalization, Cleansing, Profiling, System Design, Data architecture internal Standards development, Metadata and Reports, Source and Target system Analysis, Project Management.
Languages: SQL, T-SQL, PL/SQL, C, C++, MATLAB
Database Systems: SQL Server, Oracle, Teradata, PeopleSoft,Metadata
MS Office Suite: MS Word, MS PowerPoint, MS Excel, MS Access, MS Visio.
Operating Systems: Microsoft Windows 2000/2003/2007/2008
ETL and Reporting Environment: SQL Server, SSIS, SSRS, Informatica, Data Stage, Crystal reports
Data Modeling Tools: Power Designer 16.5, Erwin, ER/Studio
Additional QA Skills: Business and Software Process and Procedure Definition, Quality Models, data standards, Measures and Metrics, Project Reviews, Audits and Assessments.
PROFESSIONAL EXPERIENCE
Data Analyst
Confidential, Kansas City
Responsibilities:
- Analyzed data and created mapping documents using CDMA for developers.
- Worked with cross functional teams to fix the production issues.
- Performing product development process in agile sprint methodology and even involved in project management to deliver the sprints with deadlines.
- Assisted in building SQL code for loading data into Informatica.
- Performed testing after loading the data into the Datawarehouse.
Senior Data Modeler/Analyst
Confidential
Responsibilities:
- Responsible for creating solution designs and work with cross functional teams to gather requirements.
- Interact with Business analysts and product owners to gather the requirements which are necessary to build the Datawarehouse.
- Interact in scrum meetings with cross functional teams to check whether the standard process for workflow is being followed.
- Improvise the requirements for better database performances.
- Design a Requirement or Solution design document which helps the business analysts, developers and project managers to understand the approach.
- Based on the business requirement, create a data model to understand the high level granularity of the data.
- Create SQL Queries on how to handle the data.
- Create a technical specification document after the approach is finalized and the design is ready.
- Discuss the updated solutions with the data architect and team to make sure if the approach is right.
Senior Data Modeler/Analyst
Confidential
Responsibilities:
- Responsible for creating solution designs and work with cross functional teams to gather requirements.
- Interacted with stake holders to understand the data base and create a solution design document as needed.
- Performed forward engineering in Erwin tool to generate schemas and implement them in DB.
- Developed a Conceptual model using Erwin based on business requirements.
- Performed reverse engineering SQL DB to get physical data models.
- Performing product development process in agile sprint methodology and even involved in project management to deliver the sprints with deadlines.
- Worked on Star schema and Snowflake schemas and extensive knowledge on Dimensional Modelling.
- Created technical documents using CDMA tool and delivered it to the developers.
- Analyzed data and forwarded it to testing team and help them fix any kind of data issues.
- Worked on loading the data into data warehouse using informatica.
- Worked extensively on creating views and creating a standard flow for a data warehouse.
- Assisted building reports for reporting team using Power BI.
- Documented the whole process from staging the data to creating dimensions and facts.
- Created DDL’s to stage the data.
- Extracted data from Oracle and Teradata databases to SQL Datawarehouse.
- Analyzed Peoplesoft payroll data and created Solution design document for Payroll and Billing related data.
- Built dashboards using power BI for clients and mobile apps.
Environment: Erwin, Power BI, SharePoint, MS Excel, MS Visio, SQL server management studio, Jira, GitHub, Oracle, Teradata, Metadata, T-SQL.
Business Data Analyst
Confidential, Indianapolis, IN
Responsibilities:
- Responsible for creating business scenarios and use cases required for development and process in the industry.
- Gathering and documenting all business requirements as a part of the development by conducting numerous JAD sessions across the industry.
- Performed forward engineering in Erwin tool to generate schemas and implement them in DB.
- Developed a Conceptual model using Erwin based on business requirements.
- Performed reverse engineering SQL DB to get physical data models.
- Worked with slowly changing dimensions 1 and 2.
- Participated in all phases of system testing.
- Performing product development process in agile sprint methodology and even involved in project management to deliver the sprints with deadlines.
- Designing and developing conceptual models using MY SQL, work bench and Erwin designing tool as per the user requirements and demonstrated to the business how their database design look like.
- Developing and coordinating with the java development teams by providing them proper extraction logics from different sources.
- Provided extensive support to development team to finalize the UI dashboards which are needed to be customized accordingly.
- Maintaining the data of the other data (metadata) in-order to give the business a single point reference to the product development process flow.
- Excellent communication, interpersonal, analytical skills, and strong ability to perform in a team as well as individually.
- Document, clarify and communicate requests for change requests with the requestors and coordinate with the development and testing team.
- Document the complete process flow to describe the program development, logic, testing and implementation, application integration and coding.
Environment: Erwin, MY SQL, Workbench, MS Excel, MS Visio, Oracle SQL developer, Jira, Github, Oracle.
Senior Data Modeler/ Data Analyst
Confidential, Dallas, TX
Responsibilities:
- Participated in requirement gathering sessions, conducted JAD sessions with users, subject matter experts.
- Developed conceptual model using Erwin based on business requirements.
- Developed and normalized logical and physical data base model using OLTP systems for finance applications.
- Extensively used normalization techniques (up to 3NF).
- Produced functional decomposition diagrams and defined logical data model.
- Involved in redesigning of the existing OLTP systems, modification and designing new requirements in the existing systems.
- Worked on upgrading Erwin data modeler from version 7.3 to version 9.5, served as Erwin repository administrator.
- Involved in designing the context flow diagrams, structure chart and ER-diagrams.
- Performed forward engineering to create a physical SAS model with DDL, based on the requirements from logical data model.
- Used SSIS and T-SQL stored procedures to transfer data from OLTP databases to staging area and finally transfer into data-mart.
- Worked closely with ETL SSIS developers to explain the complex data transformation using logic.
- Implemented referential integrity using primary key and foreign key relationships.
- Involved in development and implementation of SSIS, SSRS and SSAS applications.
- Performed extensive data analysis and data validation on Teradata.
- Generated ad hoc SQL queries using joins, database connections and transformation rules to fetch data from legacy oracle and SQL server database systems.
- Assisted Reporting developers in building Reports using Crystal Reports.
- 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.
- Acted as strong Data Analyst analyzing the data from low level in conversion projects, provided mapping documents between legacy, production, and user interface systems.
- Used Model Mart of Erwin for effective model management of sharing, dividing and reusing model information and design for productivity improvement.
- Interacted with client, management, and staff to identify and document business needs and objectives, current operational procedures for creating the logical datamodel.
- Facilitated in developing testing procedures, test cases and User Acceptance Testing (UAT).
- Extensively used SSIS import/export wizard for performing the ETL operations.
Environment: Erwin r8.0, T-SQL, Erwin 7.3/9.5, SQL, SQL Server 2000/2005, Rational Rose, Windows XP, Oracle 8i, Windows XP/NT/2000.
Data Modeler/ Data Analyst
Confidential, NJ
Responsibilities:
- Gathered business requirements and conducted a series of meetings with business users.
- Mapped business needs/requirements to subject area model and to logical enterprise model& developed many Subject areas from the scratch.
- Created Data Base Design of Fact & Dimensions Tables, Conceptual, Physical and Logical Data Models using Erwin tool.
- Conducted Review sessions of Data Models with DBA to best fit physical Model Indexes for better DB performance.
- Reviewed Entities and relationships in the engineered model and cleansed unwanted tables/ columns as part of data analysis responsibilities.
- Developed the data warehouse dimensional models &schema for the proposed central model for the project.
- Extensively used Star Schema methodologies in building and designing the logical data model into ER/ Studio.
- Did Performance Tuning of the database which included creating indexes, optimizing SQL Statements & monitoring the server.
- Worked on the Snow-flaking the Dimensions to remove redundancy whenever required.
- Involved using ETL tool Informatica Power Center to populate the database, data transformation from the old database to the new database.
- Analyzed the reverse engineered Enterprise Originations (EO) physical data model to understand the relationships between already existing tables and cleansed unwanted tables and columns as part of Data Analysis responsibilities.
- Designed and implemented basic T-SQL queries for testing and report/data validation.
- Used Data warehousing for Data Profiling to examine the data available in an existing database and created Data Marts.
- Ad hoc reporting, data analysis and troubleshooting for various business groups.
- Responsible for understanding the design and structure of different databases and writing ad-hoc queries for data mining using different data mining tools.
- Conducted data profiling for better understanding of joins in ER models.
- Worked with Architecture team to get the metadata approved for the new data elements that are added for this project.
Environment: SQL Server, Oracle, Teradata, Erwin, Windows, MS office, MS Access, Visio, Informatica, Share Point, MS Outlook, MS Project, T-SQL, MS Excel, MS Word, HTML, ER/Studio.
Data Modeler/Analyst
Confidential
Responsibilities:
- Responsible for generating innovative solutions to bridge the gap between business and IT.
- Involved as a part of a team for gathering and analyzing the end user requirements.
- Translated business requirements into functional requirements for development and QA teams.
- Created database and database objects like tables, stored procedures, views, triggers, rules, defaults, user defined data types and functions.
- Developed physical data models and created DDL scripts to create database schema and database objects.
- Created user requirement documents based on functional specification.
- Involved in performance tuning to optimize SQL queries.
- Extracted data from Flat files, Excel and transformed as per the logic and loaded into Data Warehouse.
- Extensively used SQL for DataAnalysis and to understand and documenting the databehavior within and between two companies.
- Created packages to schedule the jobs for batch processing.
- Designing the procedures for getting the datafrom all systems to DataWarehousing system. The datawas standardized to store various Business Units in tables.
- Datamodeling was performed using ERWIN tool to build logical and physical models.
- Recommended opportunities for reuse of datamodels in new environments.
- Involved in extensive DATAvalidation using SQL queries and back-end testing.
- Involved with Design and Development team to implement the requirements.
- Understanding the DLD specifications document and working with design to develop the mappings using SQL Server Integration Services (SSIS).
Environment: ERWIN 7.3, MS SQL Server, Microsoft windows, Visual Studio, T-SQL, Enterprise Manager, Query Analyzer, Windows, MS Office, MS Word, MS Project, MS access.