Scala Insights

What is Scala?

Scala is a general-purpose programming language providing support for both object-oriented programming and functional programming. Scala is often used for data engineering, distributed systems, and web development, particularly where high concurrency and fault tolerance are needed. It compiles to Java bytecode and can interoperate with Java code.

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What other technologies are related to Scala?

Scala Competitor Technologies

Flink

Flink is another stream processing framework that competes with Spark Streaming and can be used as an alternative for real-time data processing.

mentioned alongside Scala in 30% (9.7k) of relevant job posts

MapReduce

MapReduce is a programming model for distributed processing. While Scala can be used to implement MapReduce jobs, Spark (often written in Scala) is a more modern alternative.

mentioned alongside Scala in 35% (5.2k) of relevant job posts

Go

Go is a general purpose programming language often used for backend systems, and competes with Scala in some areas, such as building scalable and concurrent applications.

mentioned alongside Scala in 8% (20.4k) of relevant job posts

Scala Complementary Technologies

Spark

Spark is often used with Scala for distributed data processing and analysis. Scala is a primary language for Spark development.

mentioned alongside Scala in 28% (88.6k) of relevant job posts

Hadoop

Hadoop provides the distributed storage (HDFS) and resource management (YARN) that can be used with Scala-based applications like Spark.

mentioned alongside Scala in 23% (47.2k) of relevant job posts

Hive

Hive provides a SQL-like interface to query data stored in Hadoop, and can be used with Scala-based applications for data access.

mentioned alongside Scala in 28% (27.6k) of relevant job posts

Which job functions mention Scala?

Job function

Jobs mentioning Scala

Orgs mentioning Scala

Engineering & R&D

1% (124.2k) job posts

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10 organizations

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Engineer

1% (123.4k) job posts

↗

1.3k organizations

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Software Engineer

2% (114.1k) job posts

↗

5.7k organizations

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Data Engineer

18% (50.6k) job posts

Data Scientist

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6% of Data Infrastructure Migration projects involve Scala

Microsoft

Principal Software Engineer

To develop a scalable cloud data warehouse that powers SQL analytics in Azure compute, utilizing technologies such as Azure Data Lake and Microsoft Fabric.

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Siemens

IT Solution Expert for SAP HCM Integration (m/f/d)

To integrate Workday with multiple SAP HCM systems using integration platforms like ShapeIn to streamline HR processes.

Read more ↗

Amazon

Applied Scientist, Q Developer Code Agent Science

Developing services that leverage generative AI and foundation models to improve the experience of developers using AWS tools and services.

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Walmart

(USA) Senior Manager, Automation Engineering - Data Engineer

To develop scalable data architectures and real-time data pipelines using technologies like Apache Airflow, Google Cloud Platform, and BigQuery to support AI/ML analytics.

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