Sr. Hadoop Consultant Resume
Sunnyvale, CA
PROFESSIONAL SUMMARY:
- 8 Years of Professional IT experience in Big Data, Hadoop, Java /J2EE and Cloud technologies in Financial, Retail and HealthCare domains.
- Over 4 years of experience in Big Data platform as both Developer and Administrator.
- Experience in building high performance and scalable solutions using various Hadoop ecosystem tools like Pig, Hive, Sqoop, Spark, Solr and Kafka.
- Responsible for designing and building a DataLake using Hadoop and its ecosystem components.
- Handled Data Movement, data transformation, Analysis and visualization across the lake by integrating it with various tools.
- Defined extract - translate-load (ETL) and extract-load-translate (ELT) processes for the Data Lake.
- Extensively worked on Spark and its components like Sparksql, SparkR and Spark streaming.
- Defined real time data streaming solutions across the cluster using Spark Streaming, Apache Storm, Kafka, Nifi and Flume.
- Good Expertise in Planning, Installing and Configuring Hadoop Cluster based on the business needs.
- Installed and configured multiple Hadoop clusters of different sizes and with ecosystem components like Pig, Hive, Sqoop, Flume, HBase, Oozie and Zookeeper.
- Worked on all major distributions of Hadoop Cloudera (CDH4, CDH5), Hortonworks (HDP 2.2, 2.4) and Pivotal.
- Experience in implementing Failover mechanisms for Namenode, Resource Manager and Hive.
- Configured AWSEC2 instances, S3Buckets, Cloud services and architected the flow of data to and from AWS.
- Transformed and aggregated data for analysis by implementing work flow management of Sqoop, Hive and Pig scripts.
- Experience working on different file formats like Avro, Parquet, ORC, Sequence and Compression techniques like Gzip, Lzo, snappy in Hadoop.
- Experience writing Oozie workflows and Job Controllers for job automation.
- Integrated Oozie with Hue and scheduled workflows for multiple Hive, Pig and Spark Jobs.
- In-Depth knowledge of Scala and Experience building Spark applications using Scala.
- Good experience working on Tableau and Spotfire and enabled the Jdbc/Odbc data connectivity from those to Hive tables.
- Adequate knowledge of Scrum, Agile and Waterfall methodologies.
- Experience in developing Applications using Java, J2EE, JSP, MVC, Servlets, Struts, Hibernate, JDBC, JSF, EJB, XML, AJAX and web based development tools.
- Expertise in web Technologies like HTML, CSS, PHP, XML.
- Worked on various Tools and IDEs like Eclipse, IBM Rational, Apache Ant-Build Tool, MS-Office, PLSQL Developer, SQL*Plus.
- Highly motivated with the ability to work independently or as an integral part of a team and Committed to highest levels of profession.
TECHNICAL SKILLS:
Big Data / Hadoop: HDFS, MapReduce, HBase, Kafka, PIG, HIVE, Sqoop, Impala and Flume
Real time/Stream Processing: Apache Storm, Apache Spark
Cloud Technologies: Amazon web services, EC2, S3, EMR, Redshift
Operating Systems: Windows, Unix and Linux
Programming Language: C, Java, J2EE, SQL
Data Base: Oracle 9i/10g, SQL Server, MS Access
Web Technologies: HTML, XML, JavaScript
IDE Development Tools: Eclipse, NetBeans
Methodologies: Agile, Scrum and Waterfall
PROFESSIONAL EXPERIENCE:
Confidential, Sunnyvale, CA
Sr. Hadoop Consultant
Responsibilities:
- Installing, configuring and testing Hadoop ecosystem components like MapReduce, HDFS, Pig, Hive, Sqoop, Flume, Oozie, Hue and HBase.
- Imported data from various sources into HDFS and Hive using Sqoop.
- Involved in writing custom MapReduce, Pig and Hive programs.
- Experience in writing customized UDF's in java to extend Hive and Pig Latin functionality.
- Created Partitions and Buckets in Hive for both Managed and External tables for optimizing performance.
- Worked on several PoC's involving No SQL Databases like HBase, MongoDB and Cassandra.
- Configured Tez as execution engine for Hive queries to improve the performance.
- Developed a data pipeline using Kafka and Storm to store data into HDFS and performed the real time analytics on the incoming data.
- Hands on experience in Spark and Spark Streaming creating RDD's, Applying operations -Transformation and Actions on it.
- Configured Spark streaming to receive real time data from the Kafka and store the stream data to HDFS using Scala.
- In-depth knowledge of Scala and experienced in building the Spark applications using Scala.
- Configured Flume to stream data into HDFS and Hive using HDFS Sinks and Hive sinks.
- Collecting and aggregating large amounts of log data using Apache Flume and staging data in HDFS for further analysis.
- Involved in scheduling Oozie workflow engine to run multiple Hive, Pig and Spark jobs.
- Worked with application teams to install operating system, Hadoop updates, patches, version upgrades as required.
- Experience in Commissioning, Decommissioning, Balancing, and Managing Nodes and tuning server for optimal performance of the cluster.
Environment: Hadoop, HDFS, Pig, Hive, MapReduce, Sqoop, LINUX, and Big Data
Confidential, Atlanta, GA
Sr. Hadoop Developer
Responsibilities:
- Installed, Configured and Maintained Apache Hadoop clusters for application development and Hadoop tools like Hive, Pig, Hbase and HDFS.
- Designing and implementing semi-structured data analytics platform leveraging Hadoop.
- Worked on performance analysis and improvements for Hive and Pig scripts at MapReduce job tuning level.
- Used Sqoop to load data from RDBMS into HDFS.
- Worked on implementing several POCs to validate and fit the several Hadoop eco system tools on CDH and Hortonworks distributions
- Involved in Hadoop cluster task like Adding and Removing Nodes without any effect to running jobs and data.
- Designed and Implemented Error-Free Data Warehouse-ETL and Hadoop Integration.
- Proficient in data modelling with Hive partitioning, bucketing, and other optimization techniques in Hive
- Developed Pig Latin scripts to extract the data from the web server output files to load into HDFS.
- Developed workflow in Oozie to automate the tasks of loading the data into HDFS and pre-processing with Pig.
- Set up standards and processes for Hadoop based application design and implementation.
- Wrote Shell scripts for several day-to-day processes and worked on its automation.
- Collected the logs data from web servers and integrated in to HDFS using Flume.
- Implemented Fair Schedulers on the Job tracker to share the resources of the Cluster for the Map Reduce jobs given by the users.
- Worked on establishing connectivity between Tableau and Spotfire.
Environment: Hadoop, HDFS, Map Reduce, Mongo DB, Java, VMware, HIVE, Eclipse, PIG, Hive, HBase, Sqoop, Flume, Linux, UNIX.
Confidential, King of Prussia, PA
Hadoop Developer
Responsibilities:
- Responsible for building scalable distributed data solutions using Hadoop.
- Collection and Downloading of data generated by sensors from the Patients body activities to HDFS.
- Performed necessary transformations and aggregation to build the common learner data model in NoSQL store (Hbase).
- Used Pig, Hive and MapReduce for analyzing the Health insurance data and patient information.
- Developed workflow in Oozie to orchestrate a series of Pig scripts to remove, merge and compress files using pig pipelines in the data preparation stage.
- Used Pig UDF's in Python, Java code and used sampling of large data sets.
- Moving all log files generated from various sources to HDFS for further processing through Flume.
- Extensively used PIG to communicate with Hive and Hbase using Hcatalog and Handlers.
- Involved in transforming data from legacy tables to HDFS, and Hbase tables using Sqoop.
- Implemented test scripts to support test driven development and continuous integration.
- Exported analyzed data to relational databases using Sqoop for visualization and generate reports for the BI team.
- Good understanding of ETL tools and their application to Big Data environment.
Environment: Hadoop, Map Reduce, Spark, HDFS, Hive, Pig, Oozie, Core Java, Hbase, Flume, Cloud era, Oracle 10g, UNIX Shell Scripting.
Confidential, St Petersburg, FL
Java Developer
Responsibilities:
- Designed the application in J2EE architecture and developed dynamic and browser compatible User Interfaces for on-line account management, order and payment processing.
- Used Hibernate Object relational mapping (ORM) to achieve data persistence.
- Developed Servlets and JSPs based on MVC pattern using Spring Framework.
- Developed required helper classes following Core Java multi-threaded programming.
- Developed the presentation layer using JSP, Tag libraries, HTML, CSS and client validations using JavaScript.
- Developed hibernate DAO Classes using Spring JDBC Template and Methods in the DAO layer to persist the POJOS in the database.
- Designed and developed Web services based on SOAP and WSDL for handling transaction history.
- Involved in designing and developing the JSON, XML Objects with MySQL.
- Developed web applications using Spring MVC, jQuery and implemented Spring Dependency Injection mechanism.
- Integrated user interface, server layer and persistence layer using Spring IOC, AOP and Spring MVC integration with OBPM and Hibernate.
- Developed data access classes using JDBC and created SQL queries and used PL/SQL procedures with Oracle Database.
- Used LOG4J & JUnit for debugging, testing and maintaining the system state and tested the website with older and latest versions/releases on multiple browsers.
- Implemented test cases for Unit testing of modules using JUnit and used ANT for building the project.
- Provided production support for two of the applications involving swing and struts framework.
Environment: JDK 1.6, JSP, HTML, JavaScript, JSON, XML, jQuery, Servlets, Spring MVC, Hibernate, Web Services, SOAP, NetBeans.
Confidential, Charlotte, NC
Java Developer
Responsibilities:
- Worked with Business analysts and Product owners to analyse and understand the requirements and giving the estimates.
- Implement J2EE design patterns such as Singleton, DAO, DTO and MVC.
- Developed this web application to store all system information in a central location using Spring MVC, JSP, Servlet and HTML.
- Used SpringAOP module to handle transaction management services for objects in any Spring-based application.
- Implemented Spring DI and Spring Transactions in business layer.
- Developed data access components using JDBC, DAOs, and Beans for data manipulation.
- Designed and developed database objects like Tables, Views, Stored Procedures, User Functions using PL/SQL, SQL Developer and used them in WEB components.
- Used iBATIS for dynamically building SQL queries based on parameters.
- Developed JavaScript and JQuery functions for all Client side Validations.
- Developed Junit test cases for Unit Testing &Used Maven as build and configuration tool.
- Used Shell scripting to create jobs to run on daily basis.
- Debugged the application using Firebug and traversed through the nodes of the tree using DOM functions.
- Monitored the error logs using log4jand fixed the problems.
- Used Eclipse IDE and deployed the application on Web Logic server.
- Responsible for configuring and deploying the builds on Web Sphere App Server.
Environment: Java, J2EE, Java Script, XML, JavaScript, JDBC, Spring Framework, Hibernate, Rest Full Web services, Web Logic Server, Log4j, JUnit, ANT, SoapUI, Oracle11g.
Confidential, Plano, TX
Java Developer
Responsibilities:
- Design and development of Java classes using Object Oriented Methodology.
- Worked in system using Java, JSP and SERVLET.
- Development of Java classes and methods for handling Data from database.
- Created and modified web pages using HTML and CSS with JavaScript validation.
- Used JDBC/Jconnect for Oracle.
- Create SQL script to create/drop database objects like tables, views, indexes, constraints, sequences and synonyms.
- Developed SQL*Loader scripts to load the data from external files that is exported from SQL Server.
- Creating complex PLSQL packages incorporating multi-org functionality with many modules merged together, by working with complex queries, complex Joins and conditions.
- Developing efficient queries and views to produce customers delight.
- Creating Servlets, JSP for administration module.
- Creating Unix Shell Scripts for sequential execution of Java scripts including data extraction, loading and Oracle Stored Procedure execution.
- Developing many KSH scripts for data file movement and scheduling.
- Attended and Conducted User meetings for requirement analysis and project reporting.
- Testing and bug fixing and providing support the production.
Environment: Windows XP, Oracle 9i database, EJB 2.1, JSP, Struts Framework, BEA Web logic 8.1, HTML, JavaScript, and Eclipse.
Confidential
Java Developer
Responsibilities:
- Collecting and understanding the User requirements and Functional specifications.
- Development of GUI Using HTML, CSS, JSP and JavaScript.
- Creating components for isolated business logic.
- Deployment of application in J2EE Architecture.
- Using Oracle 8i as the Database Server.
- Designing EJB 2.0 components with various design patterns like Service Locator and Business Delegate.
- Finalize the design specifications for the new system.
- Involvement in design, development and maintenance of the application.
- Performing Unit Integration and performance testing and continuous interaction with Quality Assurance group.
- Provided on call support based on the priority of the issues.
Environment: Java, JSP, SQL, MS-Access, JavaScript, HTML.