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Data Quality Analyst Resume

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Charlotte, NC

SUMMARY:

  • Over 5 years of experience in Information Technology as Data Analyst, Business Analyst, Data Quality Analyst, ETL/SQL Developer and Teradata Developer.
  • More than 3 years experience in data quality tools like Data flux and Ab Initio DQE/Express>IT.
  • Good knowledge in designing and executing data quality rules.
  • Experience in gathering the business requirements, data profiling, data analysis, Development and testing.
  • Extensively worked with Teradata utilities like BTEQ, Fast Export, Fast Load, Multi Load to export and load data to/from different source systems including flat files.
  • Hands on experience using query tools and reporting tools like TOAD, SQL Developer, PLSQL developer, Teradata SQL Assistant and Tableau.
  • Proven experience in planning, building and managing successful large - scale data warehouse and decision support systems.
  • Comfortable with both technical and functional applications of RDBMS, Data Mapping, Data management, Data transportation and Data Staging.
  • Created/Enhanced Teradata Stored Procedures to generate automated testing SQLs.
  • Experience in writing complex SQL queries to implement business rules, extract and analyze data.
  • Developed BTEQ scripts to load data from teradata staging area to data warehouse, data warehouse to data marts for specific reporting requirements. Tuned the existing BTEQ script to enhance performance.
  • Strong knowledge in data quality development and data governance principles.
  • Developed design documentation and implementation proposal for extraction of data from data warehouse.
  • Expertise on Star Schema, Snowflake Schema, Fact Dimension Tables and Slowly Changing Dimensions. Interacting with both clients and users as well to know their requirements.
  • Worked on python scripts for data analysis.

TECHNICAL SKILLS:

Database: Oracle, Microsoft SQL, Netezza, Teradata, Toad

Tools: SAS, Tableau, Cognos, Qlikview, Talend, MS office, Ab Initio

Programming Language: C, Python

Web Technologies: HTML, CSS

BI/Data warehousing: ETL Informatica, SSIS, SSRS

Teradata Tools: BTEQ, Fast Load, Fast Export, Multi Load, TPump, Teradata SQL Assistant

PROFESSIONAL EXPERIENCE:

Confidential, Charlotte, NC

Data Quality Analyst

Responsibilities:

  • Worked with ABDO team to know the rule requirements.
  • Performed Data profiling, Data analysis, Data validation for all the data quality rules.
  • Implemented many data quality rules in Ab Initio as per the rule specification workbook.
  • Worked with data controls team to discuss the business rules on data elements and write SQL’s.
  • Execute the rules and publish results to EME (Enterprise Metadata Environment) and EMH (Enterprise Metadata Hub).
  • Performs End-to-End testing for all the test cases after developing business rules in Ab Initio.
  • Generates DQR (Data Quality Rule) results report from EMH to End-to-End package for business verification.
  • Peer reviewing the development of business rules and data results of other team members to ensure right data quality rules are implemented.
  • Worked on analyzing and preparing rule specification documents.
  • Co-ordinated with domain analysts for rule suggestions for each data element.
  • Worked on many application domains like Commercial Lending and Traded Products.
  • Identify data defects and remediate data issues with appropriate insights on time with high quality.

Environment: Ab initio, Oracle 12c/11g, flat files, Salesforce, MS SQL Server, PL/SQL, UNIX Shell Script

Confidential, Charlotte, NC

Teradata Developer

Responsibilities:

  • Participate in active discussions with team members and users to understand the business requirements.
  • Design, develop, implement and support new as well as existing data integration jobs using Teradata stored procedures.
  • Experienced in troubleshooting, diagnosing and resolving data quality and performance issues.
  • Worked with slowly changed dimension and dimension modelling concepts.
  • Created tables, views and stored procedures according to the requirements.
  • Designed star schema and snow flake schema.
  • Worked on performing Data profiling, Data Analysis and performing End-to-End production implementation.
  • Developed SQL join indexes to solve tactic queries.

Environment: Teradata 14, Teradata-BTEQ, Viewpoint, Oracle 9i, PL/SQL, MS Access, Visual Studio (2008, 2012)

Confidential, Las Vegas

Teradata Developer

Responsibilities:

  • Extracted data from source, applied transformations and loaded in to Teradata data warehouse.
  • Developed Fast Load, MultiLoad and Bteq scripts for loading data from flat files into tables.
  • Created many mapping documents from source to target.
  • Identifying the root cause of failure jobs in logs and fixing it.
  • Worked on many complex SQL queries based on requirements.
  • Query tuning by going through the EXPLAIN PLAN and analyzing the reason for the long-time consumption of the query.
  • Loaded data into Teradata database from multiple source systems by using Data Stage tool.
  • Generated DDL’s and used Teradata best practices to implement Physical data model.
  • Worked on the analysis of data by using base python scripts.
  • Involved in Coding SQL Scripts for Insert, Update and Delete Scripts for data movement from Source to Staging and from Staging to Targets.
  • Applied Transformation logic in various complexities in transforming and transferring the data into downstream Teradata.
  • Worked in converting logical data models to physical database designs in Data warehousing Environment and in-depth understanding in Database Hierarchy, Data Integrity concepts and Data Analysis.
  • Worked on tables (Set, Multiset, Derived, Volatile and Global Temporary), Views and procedures using SQL scripts.

Environment: Teradata 14, Unix, Korn Shell, Teradata - BTEQ, Fast Load, Multi Load, Fast Export, Viewpoint, Oracle 9i, PL/SQL, MS Access

Confidential, Charlotte, NC

Data Analyst

Responsibilities:

  • Maintained corporate treasury data quality rules and measurement and control plans.
  • Provided Data Profiling, Data analysis, Data Visualization, Data Forecasting, Data Validation and Post- production validation for all the implemented data quality rules.
  • Interacted with data stewards to know the requirements as the data quality rules are implemented in production.
  • Generated business reports using reporting tools like tableau and SAS.
  • Created regular expressions in data flux for validating the numeric or alpha numeric data.
  • Created many complex case statements, Joins and Sub- Queries in Oracle database.
  • Extensively worked on many tools like SAS Data flux, SQL Server and Tableau.
  • Implemented data quality rules process by using additional tools like Excel VBA and macros.
  • Worked on executing SQL case expressions in Netezza/Toad database for the required date range.
  • Worked on writing many data quality rules which are tested in Netezza database to ensure accuracy, completeness and timeliness.
  • Involved in designing, developing and understanding the test methodologies from project definition to post-deployment documentation.
  • Involved in the requirements gathering, design and development of the data models.

Environment: Teradata 14.0, Teradata SQL, Unix, Netezza, Exadata, Oracle 10g/11g, MS

Confidential, Richmond, VA

ETL/SQL Developer

Responsibilities:

  • Created complex joins and sub-queries involving multiple tables.
  • Used Informatica power center tool to extract, transform and load the data from disparate sources into enterprise data warehouse.
  • Designed Star schema (identification of facts, measures and dimensions) and Snowflake schema.
  • Created Database Objects like Tables, Views and Stored Procedures.
  • Extensively worked on designing reports using SQL Server Reporting Services (SSRS) and used SSIS to move data from text files to SQL Server.
  • Worked on RDBMS concepts, Data warehousing concepts, OLTP & OLAP.
  • Created Databases, Tables, Cluster/Non-Cluster Index, Unique/Check Constraints Views, Stored Procedures, Triggers, Rules and Defaults.
  • Deployed packages from development server to production server and scheduling jobs.
  • Worked on many complex dashboards by using calculated fields, Action Filters, In & Out of sets and Global Filters.
  • Worked on optimization and performance tuning of complex queries on large volumes of data for analysis and extraction.
  • Designed and Developed Stored Procedures, Packages & Functions using PL/SQL and SQL scripts.
  • Created interactive dashboards, visualized customer reports and improved statistical data using Tableau and Qlik view tools.
  • Developed Tableau workbooks from multiple data sources using Data Blending.
  • Built summary reports using PROC SUMMARY, PROC MEANS, PROC FREQ and GCHART.
  • Worked on loading the data from different flat files to data warehouse.

Environment: SQL Server 2005, SQL Server 2000, XML, MS Access, SQL Query Analyzer, SSIS, SSRS, SSAS, Exadata, Oracle 9i, Teradata 14, HTML, Visual Studio, Excel, T-SQL, XML

Confidential, Pittsburgh, PA

Teradata Developer

Responsibilities:

  • Created tables, views and stored procedures according to the requirements.
  • Created many Bteq, Multiload and Fast Load scripts to load data into teradata database.
  • Developing many primary and secondary indexes to solve strategic queries.
  • Worked on many Teradata load and unload utilities like Fast Load, Multi Load, Fast Export and TPump to communicate with Teradata database.
  • Generated many ADHOC reports as per the Client requirements.
  • Created many Set and Multiset tables to load bulk data in the form of inserts and deletes.
  • Created indexes, joins on tables as per requirements.
  • Build tables with UPI, NUPI, USI and NUSI.
  • Created various types of temporary tables such as volatile and global temporary tables.
  • Worked with collect statistics and join indexes.
  • Used SQL pass through facility to process high volumes of data.
  • Worked on Teradata view point to check the status of system.
  • Worked on query monitor and query spotlight to check for the performance of individual queries before implementing in to production.

Environment: Teradata 14, Unix, Korn Shell, Teradata - BTEQ, Fast Load, Multi Load, Fast Export, Viewpoint, Oracle 9i, PL/SQL, MS Access, Visual Studio (2008, 2012)

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