Sr. Data Analyst Resume
East Providence, RI
PROFESSIONAL SUMMARY:
- Experienced Data Analyst/Business Analyst with 7+ years experience in IT, Banking and insurance industry.
- Adapt at analyzing and modeling business processes, requirements gathering and expectation management.
- Skilled at developing a deep understanding of an organizations business and culture and building collaborative environments receptive to views of divergent stakeholders.
- Experienced in data mapping, data modeling and collecting various data metrics for marketing, performance return of investments and customer - level engagement projects.
- Extensive experience in Process/Data Modeling, Quality Assurance/Testing of both client and server side and data warehousing applications.
- Well versed in analyzing requirements, instilling changes in business processes and managing data flow in a project.
- Skilled in eliciting stakeholder demands and translating them to data, functional, quality and usability requirements.
- Experience in full Software Development Life Cycle (Waterfall, Spiral, Agile Scrum implementation) and Project Management Life Cycle (PMLC).
- Strong experience in UML artifacts related to Business Modeling and Requirements, to support requirements Elicitation, Analysis, Specifications, Traceability, Validation, Verification and Requirement Management.
- Experienced in preparing Score Cards and metric reports using MS Access and MS Excel.
- Technical expertise in BI Reports, DW ETL, Data profiling, Data Cleansing, Data Integrity, Deference Data, Data Security and Data Quality Management.
- Worked with data validation, adhoc report, report validation using excel, VBA Macro, crystal Reports and Business Objects.
- Excellent SQL and PL/SQL skills for creating queries, procedures, database triggers to collect profile and scan data.
- Worked with Teradata, MS SQL Server, Oracle and MySQL database environment.
- Good analytical and communication skills and ability to work independently with minimal supervision vis- -vis contributing productively as a team member.
- Experienced in creating and review data models PDM using ErWin and ERstudio. And reverse engineering documentation and understanding the CDM using Visio.
- Extensively used HP QC for reviewing the data / data quality related issues that needed escalation to the governance team / steward.
- Actively used Requisite Pro to capture data requirements that helps improve scalability and traceability of application.
- Used configuration management tools like VSS, clear case and BMS
- Performed Data profiling and scanning for the data governance team to set the data quality criteria using rules engine
TECHNICAL SKILLS:
Operating Systems: UNIX, WINDOWS and LINUX
Databases & Tools: ORACLE, MySQL, MS SQL 2008, DB2, Teradata
Data warehouse ETL: Informatica, Data Stage, Ab Initio, SSIS
Reporting Tools: Crystal Reports, Hyperion 11x/Essbase, Planning, Oracle, OBIEE, Cognos
Languages: SQL, PL/SQL, XML, MS Excel, MS Word, MS Visio, MS Project,DB2,Toad
Quality Management: ALM/HP Quality Center, Jira
PROFESSIONAL EXPERIENCE:
Confidential, East Providence, RI
Sr. Data Analyst
Responsibilities:
- Performed Data mapping, logical data modeling, created class diagrams and ER diagrams and used SQL queries to filter data
- Worked with Asset Class owners to validate the results and configuration.
- Mapped Data Lineage for various source system, right from data origination to results area.
- Worked with Market Risk and Operational Risk team which were part of a different initiative.
- Worked with Internal modeling team for data analysis and profiling.
- Designed and implemented basic SQL queries for testing and report/data validation.
- Developed a Testing format to compare the data at different systems.
- Worked with Data governance and quality.
- Actively participated in gathering requirements from various SMEs, Financial Analysts, Risk Analysts and Portfolio Management via JAD/JAR sessions.
- Identify business rules for data migration and Perform data administration through data models and metadata.
- Writing complex SQL queries for checking the counts and for validating the data at field level.
- Assessed Credit Risk strategies with various internal credit tools and implemented Basel II strategies to augment Credit availability.
- Designed and developed Use Cases, Activity Diagrams, Sequence Diagrams, OOD using UML
- Identified, researched, investigated, analyzed, defined and documented business processes and Use Case Scenarios.
- Performed ETL Informatica development task s like creating jobs using different stages, debugging etc.
- Data mapping, logical data modeling, created class diagrams and ER diagrams and used SQL queries to filter data within the Oracle database.
- Gathered data from the legacy system (db2) to the present updated system using data warehouse tools such as Informatica
- Involved in strategic projects
- Performed extensive Requirement Analysis including data analysis and gap analysis
- Worked on data modeling and produced data mapping and data definition documentation
- Functioned as the primary liaison between the business line, operations, and the technical areas throughout the project cycle. Worked with ODS and OLAP system.
- Conducted JAD sessions to resolve critical issues
- Played a key role in the planning, testing, and implementation of system enhancements and conversions.
Environment: Windows, MS Office(MS Word, MS Excel, MS PowerPoint, MS SharePoint, MS Visio), Wireframes, Informatica, Oracle 11g, OBIE, IBM Mainframes, RUP, UML, SQL, SWOT analysis, Quality Center
Confidential, Pittsburgh, PA
Data Quality Anlyst
Responsibilities:
- Working closely with data mapping SME and QA team to understand the business rules for acceptable data quality standards.
- Performed data profiling on datasets with millions of rows on Teradata environment, validating key gen elements, ensuring correctness of codes and identifiers, and recommending mapping changes.
- Wrote complex SQL queries to identify granularity issues and relationships between data sets and created recommended solutions based on analysis of the query results
- Performed unit testing on transformation rules to ensure data moved correctly.
- Wrote the SQL queries on data staging tables and data warehouse tables to validate the data results.
- Delivered Enterprise Data Governance, Data Quality, Metadata, and ETL Informatica solution
- Maintained Excel workbooks, such as development of pivot tables, exporting data from external SQL databases, producing reports and updating spreadsheet information.
- Researched and fixed data issues pointed out by QA team during regression tests.
- Interfaced with business users to verify business rules and communicated changes to ETL development team.
- Creating and executing SQL queries to perform Data Integrity testing on an Teradata Database to validate and test data using TOAD.
- Worked with data architects team to make appropriate changes to the data models.
- Worked on the ETL Informatica mappings and other ETL Processes (Data Warehouse)
- Experience in designing complex Drill - Down & Drill-Through Reports using Business Objects.
- Experience in creating UNIX scripts for file transfer and file manipulation.
- Generate ad-hoc or management specific reports using SAS and Excel.
- Analysed the subscriber, provider, members and claim data to continuously scan and create authoritative master data.
- Assisted with validating hierarchies for data combination process.
- Prepare the data rules spreadsheet using MS Excel that will be used to update allowed values, findings and profiling results
Environment: SQL, PL/SQL, Oracle 11g/10g, ERWIN, Quality Center, ETL Informatica, Business Intelligence Business Objects, SQL Server, Teradata SQL Assistant, Excel, Visio, Erwin, UNIX and MDM
Confidential, Wilmington, DE
Data Analyst
Responsibilities:
- Extensively involved in Business Analysis and Requirements Gathering
- Developed Test Cases/Test Strategy with input from the assigned Business Analysts
- Developed test scripts based upon business requirements and processes, in line with defined workflows and use cases. Processed transactions from system entry to exit. Tested functionality across applications and workflows.
- Created and executed test cases based on test strategy and test plans based on ETL mapping document.
- Tested mapping/mapplets, reusable transformations using transformations like Lookup, Filter, Expression, Stored Procedure, Aggregator, Update Strategy etc.
- Involved in testing the designing and development of data warehouse environment.
- Experienced in writing UNIX shell scripts for testing the counts and for processing the test data feeds and folder contents.
- Extensively used SQL* loader to load data from flat files to the database tables.
- Worked with appropriate business and technology leads to determine the acceptable range for test results and performance
- Written PL/SQL procedure and functions to identify certain patterns in data and then to update the data as per business rules
- Tested database & UNIX Scripts needed to meet the system requirements.
- Optimizing SQL queries for better performance using Hints, Indexes and Explain Plan.
- Tested ETL mappings using Informatica to support the reporting data mart.
- Coordinated system walk through, training, User Acceptance Testing (UAT) and facilitate issue resolution
- Extensively used SQL programming in backend and front-end functions, procedures, packages to implement business rules and security
- Developed detailed System test plan including test procedures and test cases
- Conducted Integration testing, Performance testing, Functional testing and Load testing to ensure that the application meets the requirements and to ensure usability readiness
- Developed test automation scripts for Regression and Performance testing
- Identified and resolved many application bugs and bottlenecks
Environment: Informatica Power Center 7.1, MS SQL server, Oracle 9i, T-SQL, UAT, QTP v5.5/6.5, Load Runner v6.5/7.8,Toad, SQL, PL/SQL, XML, XML Spy 2008, XSD, XPath, Stored Procedures, Test Director v7.6, VBScript, Crystal Reports, Teradata V2R5
Confidential, Chicago, IL
Data Quality Analyst
Responsibilities:
- Implementing logical and physical data modeling with STAR schema using Erwin in Data Mart.
- Worked closely with Business user in Understanding designing and documenting the Functional testing plan and then Writing, executing, documenting the results and Logging defects.
- Involved in development and implementation of test cases, test plans, test data and test scripts for customers.
- Involved in various kinds of testing like functional testing, system testing and integration testing.
- Reconciled test results from different tests and different groups. Assessed readiness and deviation of product/project performance based upon test results and product specifications.
- Developed test reports and participated in testing prioritization and archived test results and user signoff
- Scheduled various mainframe nightly jobs using JCL.
- Production support for the monthly loads of data.
- Worked with testing business logic inside the Stored Procedures, function and packages.
- Extensively involved with backend testing. Performed SQL tuning to improve the performance of the queries.
- Executing complexSQLqueries to validate actual vs. expected results and to validate data from source to target.
- Created and Configured Workflows, Work lets, and Sessions to transport the data to target using Informatica Workflow Manager.
- Extensively involved in performance tuning at source, target, mapping, session and system levels.
- Developed mapping for loading data from flat file to relational tables
- Involved in preparing detailed Business Analysis documents, ETL design documents, unit test plans for the mappings
- Involved in complete life cycle activities like pre-testing phase and testing phase.
- Analyzed system requirements specifications, developed executed detailed test plans test cases, security and usability of application information.
- Created Test Procedures and Test Cases to perform the system testing and Regression testing.
- Attended bug review and client meetings.
Environment: Informatica Power Mart 5.1, Toad, Test Director, Visual Basic 6.0, UAT, Oracle 8i, Windows 2000, UNIX.