Sr. Datastage Developer Resume
CA
PROFESSIONAL SUMMARY:
- Over 6 years of Dynamic career reflecting pioneering experience and high performance in System Analysis, design, development and implementation of Relational Database and Data Warehousing Systems using IBM Data Stage 8.0.1/7.x/6.x/5.x (Info Sphere Information Server, Web Sphere, Ascential Data Stage).
- Excellent Experience in Designing, Developing, Documenting, Testing of ETL jobs and mappings in Server and Parallel jobs using Data Stage to populate tables in Data Warehouse and Data marts.
- Proficient in developing strategies for Extraction, Transformation and Loading (ETL) mechanism.
- Expert in designing Parallel jobs using various stages like Join, Merge, Lookup, Remove duplicates, Filter, Dataset, Lookup file set, Complex flat file, Modify, Aggregator, XML.
- Expert in designing Server jobs using various types of stages like Sequential file, ODBC, Hashed file, Aggregator, Transformer, Sort, Link Partitioner and Link Collector.
- Experienced in integration of various data sources (DB2-UDB, SQL Server, PL/SQL, Oracle, Teradata, XML and MS-Access) into data staging area.
- Expert in working with Data Stage Manager, Designer, Administrator, and Director.
- Experience in analyzing the data generated by the business process, defining the granularity, source to target mapping of the data elements, creating Indexes and Aggregate tables for the data warehouse design and development.
- Excellent knowledge of studying the data dependencies using metadata stored in the repository and prepared batches for the existing sessions to facilitate scheduling of multiple sessions.
- Proven track record in troubleshooting of Data Stage jobs and addressing production issues like performance tuning and enhancement.
- Expert in working on various operating systems like UNIX AIX 5.2/5.1, Sun Solaris V8.0 and Windows 2000/NT.
- Proficient in writing, implementation and testing of triggers, procedures and functions in PL/SQL and Oracle.
- Experienced in Database programming for Data Warehouses (Schemas), proficient in dimensional modeling (Star Schema modeling, and Snowflake modeling).
- Expertise in UNIX shell scripts using K-shell for the automation of processes and scheduling the Data Stage jobs using wrappers.
- Experience in using software configuration management tools like Rational Clear case/Clear quest for version control.
- Experienced in Data Modeling as well as reverse engineering using tools Erwin, Oracle Designer and MS Visio, SQL server management studio, SSIS and SSRS and store procedure.
- Expert in unit testing, system integration testing, implementation and maintenance of databases jobs.
- Effective in cross-functional and global environments to manage multiple tasks and assignments concurrently with effective communication skills.
EDUCATIONAL QUALIFICATION:
Bachelors in Electronics and Communication,
TECHNICAL SKILLS:
ETL Tools
DATA STAGE- IBM Web Sphere Data stage and Quality Stage 8.0, Ascential Data Stage /7.5.2/5.1/6.0 Profile Stage 7.0, SSIS (SQL server 2005), Data Integrator.
Business Intelligence tools
Business Objects, Brio, SSRS(SQL Server 2005),IBM Cognos 8 BI
Development Tools and Languages
SQL, C, C++, Unix Shell Scripting, Perl, PL/SQL, oracle
Testing Tools
Auto Tester, Test Director, Lotus Notes
Data Modeling Tools
Erwin 4.0, Sybase Power Developer, SSIS,SSRS
Operating Systems
HP-UX, IBM-AIX 5.3, Windows 95/98/2000/ NT, Sun Solaris, Red-Hat Linux, MS SQL SERVER 2000/2005/2008& MS Access
WORK EXPERIENCE:Confidential, CA Nov 2010 – Present ETL Developer
NetApp Inc is leading Network Appliance Manufacturer Company as well as data storage Company which provide Network appliance like hard disk, shelf for small business owners, large business owners. Also NetApp provides efficient data storage facility. The main aim is to provide variety of services like Data storage, Data Analysis, Data warehouse, Data mart etc. which can adopt consistent tailored processes in order to strive and fulfill promise of commitment and reliability to Customers.
- Involved as primary on-site ETL Developer during the analysis, planning, design, development, and implementation stages of projects using IBM Web Sphere software (Quality Stage v8.1, Web Service, Information Analyzer, Profile Stage, WISD of IIS 8.0.1).
- Prepared Data Mapping Documents and Design the ETL jobs based on the DMD with required Tables in the Dev Environment.
- • Active participation in decision making and QA meetings and regularly interacted with the Business Analysts &development team to gain a better understanding of the Business Process, Requirements & Design.
- Used DataStage as an ETL tool to extract data from sources systems, loaded the data into the ORACLE database.
- Designed and Developed Data stage Jobs to Extract data from heterogeneous sources, Applied transform logics to extracted data and Loaded into Data Warehouse Databases.
- Created Datastage jobs using different stages like Transformer, Aggregator, Sort, Join, Merge, Lookup, Data Set, Funnel, Remove Duplicates, Copy, Modify, Filter, Change Data Capture, Change Apply, Sample, Surrogate Key, Column Generator, Row Generator, Etc.
- Extensively worked with Join, Look up (Normal and Sparse) and Merge stages.
- Extensively worked with sequential file, dataset, file set and look up file set stages.
- Extensively used Parallel Stages like Row Generator, Column Generator, Head, and Peek for development and de-bugging purposes.
- Used the Data Stage Director and its run-time engine to schedule running the solution, testing and debugging its components, and monitoring the resulting executable versions on ad hoc or scheduled basis.
- Developed complex store procedures using input/output parameters, cursors, views, triggers and complex queries using temp tables and joins.
- Converted complex job designs to different job segments and executed through job sequencer for better performance and easy maintenance.
- Creation of jobs sequences.
- Maintained Data Warehouse by loading dimensions and facts as part of project. Also worked for different enhancements in FACT tables.
- Created shell script to run data stage jobs from UNIX and then schedule this script to run data stage jobs through scheduling tool.
- Coordinate with team members and administer all onsite and offshore work packages.
- Analyze performance and monitor work with capacity planning.
- Performed performance tuning of the jobs by interpreting performance statistics of the jobs developed.
- Documented ETL test plans, test cases, test scripts, and validations based on design specifications for unit testing, system testing, functional testing, prepared test data for testing, error handling and analysis.
- Participated in weekly status meetings.
- Developed Test Plan that included the scope of the release, entrance and exit criteria and overall test strategy. Created detailed Test Cases and Test sets and executed them manually.
Environment: IBM Web Sphere DataStage 8.1 Parallel Extender, Web Services, Quality Stage 8.1, (Designer, Director, Manager), Microsoft Visio, IBM AIX 4.2/4.1 IBM DB2 Database, SQL Server, IBM DB2,Teradata, ORACLE 11G, Query man, Unix, Windows.
Confidential, NJ Jan 2010 - Oct 2010 Lead Sr. Datastage Developer
Project was to design and develop enterprise data warehouse. Extract data from heterogeneous source system, transform them using business logic and load in to data warehouse.
- Used the DataStage Designer to develop processes for extracting, cleansing, transforming, integrating and loading data into staging tables.
- Extensively used ETL to load data from IBM DB2 database, XML & Flat files Source to Informix Database Server.
- Involved in analysis, planning, design, development, and implementation phages of projects using IBM Web Sphere software (Quality Stage v8.0.1, Web Service, Information Analyzer, Profile Stage, WISD of IIS 8.0.1).
- Developed complex jobs using various stages like Lookup, Join, Transformer, Dataset, Row Generator, Column Generator, Datasets, Sequential File, Aggregator and Modify Stages.
- Created queries using join and case statement to validate data in different databases.
- Created queries to compare data between two databases to make sure data is matched.
- Used the DataStage Director and its run-time engine to schedule running the solution, testing and debugging its components, and monitoring the resulting executable versions on an ad hoc or scheduled basis.
- Created shared container to incorporate complex business logic in job.
- Monitoring the Datastage job on daily basis by running the UNIX shell script and made a force start whenever job fails.
- Created and modified batch scripts to ftp files from different server to data stage server.
- Extensively used slowly changing dimension Type 2 approach to maintain history in database.
- Created Job Sequencers to automate the job.
- Modified UNIX shell script to run Job sequencer from the mainframe job.
- Create parameter set to assign a value to job at run time.
- Standardized the Nomenclature used to define the same data by users from different business units.
- Created multiple layer report providing a comprehensive and detail report with Drill through facility.
- Used Parallel Extender for Parallel Processing for improving performance when extracting the data from the sources.
- Worked with Metadata Definitions, Import and Export of Datastage jobs using Data stage Manager.
- Providing the logical data model design, generating database, resolving technical issues, and loading data into multiple instances.
- Implemented PL/SQL scripts in accordance with the necessary Business rules and procedures.
- Developed PL/SQL procedures & functions to support the reports by retrieving the data from the data warehousing application.
- Used PL/SQL programming to develop Stored Procedures/Functions and Database triggers.
Environment: IBM Web Sphere DataStage 8.0.1 Parallel Extender, Web Services, Quality Stage 8.0, (Designer, Director, Manager), Microsoft Visio, IBM AIX 4.2/4.1 IBM DB2 Database, SQL Server 2000, IBM DB2,Teradata, ORACLE 11G, Query man, BMQ, Unix, Windows.
Confidential, VA Oct 2008 – Dec 2009 Lead Datastage ETL Developer
Project was involved in design and development of a group insurance system, which processes claims for group insurance. It covers benefits with subsystems covering Term Life Insurance, Medical Indemnity and Managed Health Care.
Data Modeling:
- Gathered and analyzed the requirements of the in-house business users for the data warehousing from JAD sessions.
- Collected the information about different Entities and attributes by studying the existing ODS and reverse engineering into Erwin.
- Defined the Primary keys and foreign keys for the Entities.
- Defined the query view, index options and relationships.
- Created logical schema using ERWIN 4.0 and also created the Dimension Modeling for building the Cubes.
- Designed staging and Error handling tables keeping in view the overall ETL strategy.
- Assisted in creating the physical database by forward engineering.
ETL Process:
- Extracted data from source systems transformed and loaded into Oracle database according to the required provision.
- Primary on-site technical lead during the analysis, planning, design, development, and implementation stages of data quality projects using Integrity (now known as Quality Stage).
- Involved in system analysis, design, development, support and documentation.
- Created objects like tables, views, Materialized views procedures, packages using Oracle tools like PL/SQL, SQL*Plus, SQL*Loader and Handled Exceptions.
- Involved in database development by creating Oracle PL/SQL Functions, Procedures, Triggers, Packages, Records and Collections.
- Created views for hiding actual tables and to eliminate the complexity of the large queries.
- Created various indexes on tables to improve the performance by eliminating the full table scans.
- Used the DataStage Designer to develop processes for extracting, cleansing, transforming, integrating and loading data into Data Marts.
- Created source table definitions in the DataStage Repository.
- Identified source systems, their connectivity, related tables and fields and ensure data suitability for mapping.
- Generated Surrogate ID’s for the dimensions in the fact table for indexed and faster access of data.
- Created hash tables with referential integrity for faster table look-up and for transforming the data representing valid information.
- Used built-in as well as complex transformations.
- Used Data Stage Manager to manage the Metadata repository and for import/export of jobs.
- Implemented parallel extender jobs for better performance using stages like Join, Merge, Sort and Lookup, transformer with different source files complex flat files, XML files.
- Optimized job performance by carrying out Performance Tuning.
- Created Stored Procedures to confirm to the Business rules.
- Used Aggregator stages to sum the key performance indicators in decision support systems and for granularity required in DW.
- Tuned DataStage transformations and jobs to enhance their performance.
- Used the DataStage Director and its run-time engine to schedule running the solution, testing and debugging its components, and monitoring the resulting executable versions on an ad hoc or scheduled basis.
- Scheduled Datastage job using Autosys scheduling tool.
- Prepared the documentation of Data Acquisition and Interface System Design.
- Assigned the tasks and provided technical support to the development team.
- Monitored the development activities of the team and updated to the Management.
- Created complicated reports using reporting tool Cognos.
Environment: IBM / Ascential Data Stage E.E./7.5(Manager, Designer, Director, Parallel Extender), Quality Stage 7.5 Data Stage BASIC language Expressions,Autosys, Erwin 4.0, Windows NT, UNIX, Oracle 9i, SQL SERVER, Cognos, Sequential files, .csv files.
Confidential, PA Jan 2007 -- Sep 2008
Sr. Data Stage Developer
As a DW developer designed, developed, and deployed DataStage Jobs and associated functionality. The warehouse employed highly complex data transformations including Slowly Changing Dimensions and a series of Stored Procedures, which made performance tuning and efficient mapping highly critical. Along with designing jobs from scratch re-wrote existing code to enhance performance and trouble-shoot errors in both DataStage & Oracle10G.
Responsibilities:
- Used IBM Datastage Designer to develop jobs for extracting, cleaning, transforming and loading data into data marts/data warehouse.
- Developed several jobs to improve performance by reducing runtime using different partitioning techniques.
- Used different stages of Datastage Designer like Lookup, Join, Merge, Funnel, Filter, Copy, Aggregator, and Sort etc.
- Used to read complex flat files from mainframe machine buy using Complex Flat File Stage.
- Sequential File, Aggregator, ODBC, Transformer, Hashed-File, Oracle OCI, XML, Folder, FTP Plug-in Stages were extensively used to develop the server jobs.
- Use the EXPLAIN PLAN statement to determine the execution plan Oracle Database.
- Worked on Complex data coming from Mainframes (EBCIDIC files) and knowledge of Job Control Language (JCL).
- Used Cobol Copy books to import the Metadata information from mainframes.
- Designed Datastage jobs using Quality Stage stages in 7.5 for data cleansing & data standardization Process. Implemented Survive stage & Match Stage for data patterns & data definitions.
- Staged the data coming from various environments in staging area before into DataMarts.
- Involved in writing Test Plans, Test Scenarios, Test Cases and Test Scripts and performed the Unit, Integration, system testing and User Acceptance Testing.
- Used stage variables for source validations, to capture rejects and used Job Parameters for Automation of jobs.
- Strong knowledge in creating procedures, functions, sequences, triggers.
- Expertise in PLSQL/SQL.
- Performed debugging and unit testing and System Integrated testing of the jobs.
- Wrote UNIX shell script according to the business requirements.
- Wrote customized server/parallel routines according to complexity of the business requirements.
- Designed strategies for archiving of legacy data.
- Created shell scripts to perform validations and run jobs on different instances (DEV, TEST and PROD).
- Created & Deployed SSIS (SQL Server Integration Services) Projects, Schemas and Configured Report Server to generate reports through SSRS SQL Server 2005.
- Used to create ad-hoc reports by MS SQL Server Reporting Services for the business users.
- Used SQL Profiler to monitor the server performance, debug T-SQL and slow running queries.
- Expertise in developing and debugging indexes, stored procedures, functions, triggers, cursors using T-SQL.
- Wrote mapping documents for all the ETL Jobs (interfaces, Data Warehouse and Data Conversion activities).
Environment: IBM Web Sphere Data stage and Quality Stage 7.5, Ascential Datastage7.5/EE (Parallel Extender), SQL Server 2005/2008, Linux, Teradata 12, Oracle10g, Sybase, PL/SQL Toad, UNIX (HP-UX), Cognos 8 BI
Confidential, NJ
Jr. DATASTAGE DEVELOPER Jan 2006- Dec 2006
Merrill Lynch was a global financial service provides capital markets services, investment banking and advisory services, wealth management, asset management, insurance, banking and related financial services worldwide.
Responsibilities:
- Worked on the logical and physical design of the Data warehouse. Identified sources/targets and analyzed source data for dimensional modeling.
- Good knowledge on Voluntary Insurance plans to employers to offer total Insurance packages.
- Worked in design of Voluntary Disability, Voluntary Dental and Voluntary Life of data marts.
- Good knowledge on policy and claims processing
- Worked on integration of Health Claims ODS from legacy systems.
- Designed and developed jobs for extracting, transforming, integrating, and loading data into data mart using DataStage Designer, used Data Stage manager for importing metadata from repository, new job categories and creating new data elements
- Worked with EBCIDIC files to extract data in required format.
- DataStage jobs were scheduled, monitored, performance of individual stages was analyzed and multiple instances of a job were run using DataStage Director.
- Used Parallel Extender for splitting the data into subsets, utilized Lookup, Sort, Merge and other stages to achieve job performance
- Used DS Erwin MetaBroker to import Erwin 4.x Metadata into DataStage Repository.
- Developed user defined Routines and Transformations for implementing Complex business logic.
- Extensively used Shared Containers and Job Sequencer to make complex jobs simple and to run the jobs in sequence
- Involved in the preparation of ETL documentation by following the business rule, procedures and naming conventions.
- Created reports for various Portfolios using the Universes as the main Data Providers.
- Created the reports using Business Objects functionality’s like Queries, Slice and Dice, Drill Down, Cross Tab, Master Detail etc.
- As a part of report development, created the reports using universes as a main data provider and using the Powerful business objects functionalities, and formulae. Involved in trouble shooting of various reporting errors.
- Created Business Objects reports, Queries with constant interaction with the end users. Trained end users in understanding the reports. Functionalities such as Slice and Dice, Drill mode and Ranking were used for Multidimensional Formatting.
- Web Intelligence was used to generate reports on the internet/intranet.
- Exporting the Reports to the Broadcast Agent and Used the Broadcast Agent to Schedule, Monitor and Refresh the Reports.
- Developed Test plans, Test Scenarios and Test cases for Code testing.
- Trained team members
- Provided 24/7 production support
Environment: IBM Web Sphere DataStage 7.5, Metastage 7.0, Business Objects 6.5, Oracle 9i, PL/SQL, SQL * Plus, UNIX Shell Scripts, Windows 2000/NT 4.0, ERWIN 4.1.
Confidential June 2004 – Dec 2005 Jr. Datastage developer
Description: ICICI Prudential Insurance provides a wide range of insurance policies such as Life Insurance, Health Insurance, Motor Vehicle Insurance and General Insurance etc. This project is developed as a process of automation for insurance policy management by using centralized data warehouse and Data Mart. This application provides the provision to take in various related information regarding the region, generates premiums and desired data in the form of reports.
Responsibilities:
- Designed and developed mappings between sources and operational staging targets, using Star and Snow Flake Schemas.
- Provided data models and data maps (extract, transform and load analysis) of the data marts for systems in the aggregation effort.
- Involved in Extracting, cleansing, transforming, integrating and loading data into data warehouse using Datastage Designer.
- Developed various transformations based on customer last name, zip code for internal business analytical purposes, loaded warehouse based on customer credit card number with dynamic data re-partitioning.
- Developed user defined Routines and Transformations by using Universe Basic.
- Used Datastage Manager for importing metadata from repository, new job categories and creating new data elements.
- Used the Datastage Director and the runtime engine to schedule running the solution, testing and debugging its components and monitoring the resulting executable versions (on adhoc or scheduled basis).
- Developed, maintained programs for scheduling data loading and transformations using Datastage and Oracle 8i.
- Developed Shell scripts to automate file manipulation and data loading procedures.
Environment: Datastage 5.2/6.0, Oracle 8i, SQL, TOAD, UNIX, Windows NT 4.0.