The Data Engineer Roadmap 🗺

This page summarizes the projects mentioned and recommended in the original post on

Our great sponsors
  • InfluxDB - Access the most powerful time series database as a service
  • Sonar - Write Clean Java Code. Always.
  • SaaSHub - Software Alternatives and Reviews
  • introduction-to-sql

    Free Introduction to SQL eBook

    SQL basics

  • data-engineer-roadmap

    Roadmap to becoming a data engineer in 2021

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • RabbitMQ

    Open source RabbitMQ: core server and tier 1 (built-in) plugins


  • Neo4j

    Graphs for Everyone

    Graph: Neo4j

  • materialize

    Materialize is a fast, distributed SQL database built on streaming internals. (by MaterializeInc)

    Materialize - The Streaming Database for Real-time Analytics

  • Apache Hive

    Apache Hive

    Apache Hive

  • Apache HBase

    Apache HBase

    Wide column: Apache Cassandra, Apache HBase

  • Sonar

    Write Clean Java Code. Always.. Sonar helps you commit clean code every time. With over 600 unique rules to find Java bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • Apache Hadoop

    Apache Hadoop

    Apache Hadoop and HDFS

  • beam

    Apache Beam is a unified programming model for Batch and Streaming data processing.

    Apache Beam

  • Apache Arrow

    Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

    Apache Arrow

  • Airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    Apache Airflow

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts