Big Data - Hadoop Developer Resume
San Jose, CA
SUMMARY
- Having 8 years of IT experience, including 3+ years hands on experience in Hadoop/Big Data technologies and 4+ years of extensive experience in JAVA, J2EE Technologies and Database development
- Expertise in all components of Hadoop Ecosystem - Hive, Hue, Pig, Sqoop, HBase, Impala, Flume, Zookeeper, Oozie and Apache Spark.
- Excellent understanding of Hadoop architecture and various components such as HDFS, Job Tracker, Task Tracker, Name Node, Data Node, YARN and MapReduce programming paradigm.
- Experience in managing scalable Hadoop clusters including cluster designing, custom configurations, monitoring and maintaining of different Hadoop distributions like Cloudera CDH, Apache Hadoop, Hortonworks and Map Reduce.
- Experience in writing Pig Latin, HiveQL scripts and extended their functionality using User Defined Functions (UDF’s).
- Experience in analyzing data usingHiveQL, Pig Latin, HBase and custom MapReduce programs in Java.
- Experience in handling structured arrangement of data within certain limits (Data Layout’s) using Partitions and Bucketing in Hive.
- Experience in Hadoop Shell commands, writing Map Reduceprograms, verifying, managing and reviewing Hadoop log files.
- Knowledge on NOSQL databases like MongoDB, HBase, Cassandra and its Integration with Hive.
- Experience in importing and exporting data using Sqoop from HDFS to Relational Database Systems and vice-versa.
- Experience in collecting the log data from different sources like (webservers and social media) using Flume and storing in HDFS to perform MapReduce jobs.
- Integrated BI tool with Impala and analyzed the data.
- Experience in installation, configuration, supporting and managing- Cloudera'sHadoop platform along with CDH3 & CDH4 clusters.
- Experience with Cloudera Impala for ad-hoc querying and Apache sentry for role based authentication.
- Strong team player with good communication, analytical, presentation and inter-personal skills.
TECHNICAL SKILLS
Programming Languages: SQL, C, C++, Java, Core Java, J2EE, Python, Pig Latin, HiveQL and Unix shell scripting
Big Data Technologies: Hadoop, HDFS, Map Reduce, Hive, Pig, HBase, Impala, Hue, Sqoop, Storm, Kafka, Oozie, Flume, Zookeeper, Cassandra, Spark 1.4, Cloudera CDH4, and Horton works.
Databases: Oracle, MySQL, SQL Server, DB2, Familiar with NoSQL (HBase, Cassandra, MongoDB)
Scripting and Query Languages: UNIX Shell scripting, SQL and PL/SQL.
Web Technologies: JSP, Servlets, JavaBeans, JDBC, AWT, Swing, JSF, XML, CSS, HTML, XHTML, JavaScript, AJAX.
Hadoop Paradigms: MapReduce, YARN, In-memory computing, High Availability, Real-time Streaming.
Operating Systems: Windows,UNIX, Linuxdistributions (Centos, Ubuntu), Mac OS
Other Tools: Eclipse, Informatica, Tableau 9.0, JUnit, QTP, JIRA, QC (Quality Center)
PROFESSIONAL EXPERIENCE
Confidential - San Jose, CA
Big Data - Hadoop Developer
Responsibilities:
- Involved in Installing, Configuring Hadoop components using CDH 5.2 Distribution.
- Responsible for analyzing large data sets and derive customer usage patterns by developing new MapReduce programs.
- Written MapReduce code to parsethe data from various sources and storing parsed data into Hbase and Hive.
- Worked on creating combiners, partitions, and distributed cache to improve the performance of MapReduce jobs.
- Developed Shell Script to perform data profiling on the ingested data with the help of HIVE Bucketing.
- Responsible for debug, optimization of Hive scripts and also implementing DE duplication logic in Hive using a rank key function (UDF).
- Experienced in writing Hive validation scripts that are used in validation framework (for daily analysis through graphs and presented to business users).
- Used Hive to analyze the partitioned and bucketed data and compute various metrics for reporting.
- Developed workflow in Oozie to automate the tasks of loading data into HDFS and pre-processing with Pig and Hive.
- Used Pig as ETL tool to do transformations, joins and some pre-aggregations before storing the data into HDFS.
- Imported all the customer specific personal data to Hadoop using Sqoop component from various relational databases like Netezza and Oracle.
- Used Impala to read, write and query the Hadoop data in HDFS and Hbase.
- Experienced in running query using Impala and used BI tools to run ad-hoc queries directly on Hadoop.
- Worked with BI teams in generating the reports and designing ETL workflows on Tableau.
- Develop testing scripts in Python and prepare test procedures, analyze test results data and suggest improvements of the system and software.
- Experience in streaming log data using Flume and data analytics using Hive.
- Developed a data pipeline using Kafka and Storm to store data into HDFS.
- Extracted the data from RDBMS (Oracle, MySQL & Teradata) to HDFS using Sqoop.
Environment: Hadoop, MapReduce, HDFS, Pig, Hive QL, HBase, Zookeeper, Oozie, Flume, Impala, Cloudera 5.2, Storm,MySQL, UNIX Shell Scripting,Tableau, Python, Spark.
Confidential, Austin, TX
Hadoop Developer
Responsibilities:
- Responsible for loading the customer’s data and event logs from Oracle database, Teradata into HDFS.
- Developed MapReduce jobs for Log Analysis, Analytics and to generate reports for the number of activities created on particular day.
- Involved in implementing complex MapReduce programs to perform joins on the Map side using distributed cache in Java.
- Involved in creating Hive tables, loading with data and writing Hive queries, which will run internally in MapReduce way.
- Implemented different analytical algorithms using MapReduce programs to apply on top of HDFS data.
- Implemented Partitioning, Dynamic Partitions and Buckets in HIVE for efficient data access.
- Utilized Apache Hadoop ecosystem tools like HDFS, Hive and Pig for large datasets analysis.
- DevelopedPig and HiveUDF's to analyze the complex data to find specific user behavior.
- Designed a data warehouse using Hive and created Partitioned tables in Hive.
- Experienced in using Pig for data cleansing and developed Pig Latin scripts to extract the data from web server output files to load into HDFS.
- Load and transform large data sets of structured, semi structured and unstructured data.
- Designed and modified database tables and used HBASE Queries to insert and fetch data from tables.
- Developed code in Scala& Python to use Map Reduceframework by Hadoop streaming.
- Worked on Hive by creating external and internal tables, loading it with data and written Hive queries.
- Created HBase tables to store data from different sources.
- Worked with various Hadoop file formats, including Text Files, SequenceFile, RCFile.
- Create/Modify shell scripts for scheduling various data cleansing scripts and ETL load process.
- Configured Zookeeper for Cluster co-ordination services.
Environment: Hadoop, MapReduce, HDFS, Pig, Hive, HBase, Zookeeper, Oozie,Horton works,Python,Scala, Oracle 11g/10g, Windows NT,UNIX Shell Scripting.
Confidential, Santa Clara, CA
Sr. Java/J2EE Developer
Responsibilities:
- Involved in Full Life Cycle Development in Distributed Environment using Java and J2EE framework.
- Designed the application by implementing Struts Framework based on MVCArchitecture.
- Designed and developed the front end using JSP, HTML and JavaScript and JQuery.
- Implemented the Web Service client for the login authentication, credit reports and applicant information Apache Axis 2 Web Service.
- Extensively worked on User Interface for few modules using JSPs, JavaScript and Ajax.
- Developed framework for data processing using Design patterns, Java, XML.
- Used the lightweight container of the Spring Framework to provide architectural flexibility for Inversion of Controller(IOC).
- Used Hibernate ORM framework with Spring framework for data persistence and transaction management.
- Designed and developed Session beans to implement the Business logic.
- Developed EJB components that are deployed on Web logic Application Server.
- Written unit tests usingJUnit Framework and Logging is done using Log4J Framework.
- Designed and developed various configuration files for Hibernate mappings.
- Designed and documented REST/HTTP APIs, including JSON data formats and API versioning strategy.
- Developed Web Services for sending and getting data from different applications using SOAP messages.
- Actively involved in code reviews and bug fixing.
- Applied CSS(Cascading style Sheets) for entire site for standardization of the site.
- Assisted QA Team in defining and implementing a defect resolution process including defect priority, and severity.
Environment: Java 5.0, Struts, Spring 2.0, Hibernate 3.2, WebLogic7.0, Eclipse 3.3, Oracle 10g, JUnit 4.2,Maven, Windows XP, HTML, CSS, JavaScript, and XML.
Confidential
Java Developer
Responsibilities:
- Involved in the analysis & design of the application using Rational Rose.
- Developed and implemented the MVC Architectural pattern using Struts Framework including JSP, Servlets, EJB, From Bean and Action classes.
- Object Oriented Analysis and Design using UML include development of class diagrams, Sequence diagrams and State diagrams and implemented these diagrams in Microsoft Visio.
- Designed and created Java Objects, JSP pages, JSF, JavaBeans and Servlets to achieve various business functionalities. Created validation methods using JavaScript and Backing Beans.
- Involved in writing client side validations using JavaScript, CSS.
- Involved in the design of the Referential Data Service module to interface with various databases using JDBC.
- Designed and developed the UI using Struts view components JSP, HTML, CSS and JavaScript.
- Implemented Java/J2EE Design Patterns like Business Delegate and Data Transfer Object (DTO), Data Access Object and service locator.
- Developed JMS API using J2EE package.
- Used Oracle as Database and used Toad for queries execution and also involved in writing SQL scripts, PL/SQL code for procedures and functions.
- Involved in designing test plans, test cases and overall Unit testing of the system.
- Prepared documentation and participated in preparing user's manual for the application.
Environment: Java, Rational Rose, Spring 2.0, Hibernate 3.2, WebLogic, Eclipse,JSP,Windows XP, HTML, CSS, JavaScript, and XML.
Confidential
Programmer Analyst/ SQL Developer
Responsibilities:
- Gathered requirements from client, analyzed and prepared the requirement specification document.
- Working Knowledge of relational database concepts like entities, attributes, relationships, data integrity.
- Involved in writing SQL queries.
- Generated database SQL Scripts and deployed databases including installation and configuration.
- Developed SQL Scripts to Insert/Update and Delete data in MS SQL database tables.
- Experience in writing PL/SQL and in developing and implementing Stored Procedures, Packages and Triggers.
- Experience on modeling principles, database design and programming, creating E-R diagrams and data relationships to design a database.
- Build data connection to the database using MS SQL Server.
- Used different joins, sub queries and nested querying.
- Worked with different sources such as Oracle, SQL and Flat files.
- Worked on project to extract data from xml file to SQL table and generate data file reporting using SQL Server 2008.
Environment: My SQL, SQL Server 2008(SSRS & SSIS), Visual studio 2000/2005, MS Excel.
