Want to hire Hadoop ecosystem developer? Then you should know!
How and where is Hadoop ecosystem used?
- Log Analysis: Analyzing log data to identify patterns
- Data Warehousing: Storing and analyzing large datasets
- Clickstream Analysis: Tracking and analyzing user behavior
- Recommendation Systems: Providing personalized recommendations
- Sentiment Analysis: Analyzing and categorizing opinions
- Fraud Detection: Identifying fraudulent activities
- Internet of Things (IoT): Managing and analyzing IoT data
- Image Processing: Processing and analyzing images
- Social Media Analysis: Analyzing social media data
- Machine Learning: Implementing machine learning algorithms
Compare Junior, Middle, Senior, and Expert/Team Lead Hadoop ecosystem Developer roles
Seniority Name | Years of experience | Responsibilities and activities | Average salary (USD/year) |
---|---|---|---|
Junior | 1-3 years |
| 50,000 |
Middle | 3-5 years |
| 80,000 |
Senior | 5-8 years |
| 110,000 |
Expert/Team Lead | 8+ years |
| 150,000 |
Quick Facts about Hadoop ecosystem.
- Hadoop was born in 2005, a brainchild of Doug Cutting and Mike Cafarella.
- Popular projects like MapReduce and HDFS thrive within the Hadoop ecosystem.
- Entry into the Hadoop world requires a basic understanding of Java and distributed systems.
- Spark is Hadoop’s best buddy, offering faster data processing through in-memory computation.
- Hadoop got its name from Doug Cutting’s son’s toy elephant!
TOP Hadoop ecosystem Related Technologies
- Apache Hadoop
- Apache Spark
- Apache Hive
- Apache Pig
- Apache HBase
- Apache Kafka
- Apache Oozie
- Apache Sqoop
- Apache Flume
- Apache Ambari
What are top Hadoop ecosystem instruments and tools?
- HDFS: Distributed file system, Apache, 2006
- MapReduce: Parallel processing, Apache, 2004
- Pig: Data flow language, Apache, 2008
- Hive: Data warehouse, Apache, 2010
- Spark: In-memory processing, Apache, 2014
- HBase: NoSQL database, Apache, 2010
- Sqoop: Data transfer, Apache, 2011
- Oozie: Workflow scheduler, Apache, 2009
- ZooKeeper: Coordination service, Apache, 2011
- Flink: Stream processing, Apache, 2016
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Maria Lapko
Global Partnership Manager