Spark Developer Resume
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SUMMARY
- Hadoop developer with overall 5 years of experience in software development and 2 years of extensive experience as Hadoop Developer and Big Data Analyst. Primary technical skills in HDFS, MapReduce, YARN, Pig, Hive,Sqoop, HBase, Flume, Oozie, Zookeeper, Spark.
- Involved in building all domain pipelines using Spark data frame and Spark batch processing
- Strong technical, administration, & mentoring knowledge in Linux and Bigdata/Hadoop technologies.
- Hands on experience on major components in Hadoop Ecosystem like Hadoop Map Reduce, HDFS, HIVE, PIG, Pentaho, Hbase, Zookeeper, Sqoop, Oozie, Flume and Avro.
- Experience in applying the latest development approaches including applications in Spark using Scala to compare the performance of Spark with Hive and SQL/Oracle.
- Thorough knowledge with the data extraction, transformation and load in Hive, Pig and HBase
- Hands on experience in coding Map Reduce/Yarn Programs using Java, Scala for analyzing Big data.
- Worked with Apache Spark which provides fast and general engine for large data processing integrated with functional programming language Scala.
- Hands on experience in ETL, Data Integration and Migration and Extensively used ETL methodology for supporting Data Extraction, transformations and loading.
- Experience working on various Cloudera distributions like (CDH 4/CDH 5), Knowledge of working on Horton works.
- Expertise in implementing and maintaining an Apache Tomcat /MySQL/PHP, LDAP, LAMP web service environment.
- Experience in all phases of Software development life cycle (SDLC).
TECHNICAL SKILLS
Big Data Ecosystems: SPARK, Hadoop, MapReduce, HDFS, HBase, Zookeeper, Hive, Pig, Sqoop, Cassandra, Oozie, Flume and Cloudera.
Programming Languages: Java, C/C++
Scripting Languages: PHP, JavaScript, XML, HTML
Databases: NoSQL, mysql
UNIX Tools: Apache, Yum, RPM
Tools: Eclipse, Netbeans.
Platforms: Windows(2000/XP), Linux, Solaris.
Application Servers: Apache Tomcat 5.x 6.0, Jboss 4.0
Testing Tools: NetBeans, Eclipse, WSAD, RAD
PROFESSIONAL EXPERIENCE
Confidential
Spark Developer
Responsibilities:
- Responsible for daily analysis of complex business data and collaborating with stakeholders, thereby increasing sales revenue by 20% over the last two years.
- Developed a new pipeline Spark technique which help the company in efficient data processing and analytics.
- Involved in building all domain pipelines using Spark Data Frames, Spark steaming and Spark batch processing.
- Improving the performance and optimization of existing algorithms in Hadoop using Spark context, Spark - SQL and Spark YARN using Scala.
- Implemented Spark Core in Scala to process data in memory.
- Involved in creating Distribute cache, join and filtering.
- Implemented test scripts to support test driven development and continuous integration.
- Responsible for Spark Streaming configuration based on type of Input Source
- Importing and exporting data into HDFS, Hive and HBase using SQOOP.
- Involved in converting Hive/SQL queries into Spark transformations using Spark RDDs and Scala.
- Performed job functions using Spark API's in Scala for real time analysis and for fast querying purposes.
- Develop and maintain several batch jobs to run automatically depending on business requirements.
- Developed scripts and automated data management from end to end and sync up b/w all the clusters.
- Shared responsibility in Hadoop administration activities such as installation, configuration of clusters using Cloudera Manager, Apache Ambari, and troubleshooting using Hadoop ecosystem components in HDP.
- Worked on Cloudera to analyze data present on top of HDFS
- Responsible for managing data from multiple sources.
Confidential
PHP Developer
Responsibilities:
- Develop complicated application using MVC architecture in PHP
- Successfully managed the design and development of e-automation software, increasing customer satisfaction.
- Prepared use cases, designed and developed object models and class diagrams
- Developed SQL statements to improve back-end communications.
- Incorporated custom logging mechanism for tracing errors, resolving all issues and bugs before deploying the application in the Apache Tomcat
- Received praise from users for developing a highly interactive and intuitive UI using PHP AJAX and JQuery technique.