Want to hire Apache Spark Streaming developer? Then you should know!
Table of Contents
How and where is Apache Spark Streaming used?
- Real-time fraud detection: Identify fraudulent activities instantly
- Dynamic pricing: Adjust prices in real-time based on demand
- Clickstream analysis: Analyze user behavior on websites
- IoT sensor data processing: Process large volumes of sensor data
- Social media trend analysis: Monitor trends on social platforms
- Network monitoring: Monitor network traffic for anomalies
- Ad targeting: Serve personalized ads in real-time
- Predictive maintenance: Predict equipment failures before they occur
- Healthcare monitoring: Monitor patient data in real-time
- Supply chain optimization: Optimize supply chain operations
Compare Junior, Middle, Senior, and Expert/Team Lead Apache Spark Streaming Developer roles
Seniority Name | Years of experience | Responsibilities and activities | Average salary (USD/year) |
---|---|---|---|
Junior | 1-3 years |
| $60,000 |
Middle | 3-5 years |
| $80,000 |
Senior | 5-8 years |
| $100,000 |
Expert/Team Lead | 8+ years |
| $120,000 |
Quick Facts about Apache Spark Streaming.
- Apache Spark Streaming was created in 2013 by Matei Zaharia.
- It is widely used in real-time analytics and data processing projects.
- The entry threshold for learning Apache Spark Streaming is moderate.
- Apache Hadoop is one of the most popular related technologies.
- Fun Fact: Apache Spark Streaming can process data in near real-time!
TOP Apache Spark Streaming Related Technologies
- Apache Kafka (Confluent, 2011)
- Apache Flink (Apache Software Foundation, 2014)
- Amazon Kinesis (Amazon Web Services, 2013)
- Apache NiFi (Apache Software Foundation, 2014)
- Apache Storm (Apache Software Foundation, 2011)
What are top Apache Spark Streaming instruments and tools?
- Apache Zeppelin: Interactive data analytics tool by Apache, released in 2016
- Kafka: Distributed event streaming platform by Confluent, released in 2011
- Flume: Distributed log collection for Hadoop by Apache, released in 2011
- Flink: Distributed stream processing framework by Apache, released in 2015
- NiFi: Data automation tool by Apache, released in 2014
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