Wanting to move away from SQL

This page summarizes the projects mentioned and recommended in the original post on reddit.com/r/dataengineering

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  • Scio

    A Scala API for Apache Beam and Google Cloud Dataflow.

    I agree 100%. I haven't used SQL that much in previous data engineering roles, and I refuse to consider jobs that mostly deal with SQL. One of my roles involved using a nice Scala API for apache beam called Scio and it was great. Code was easy to write, maintain, and test. It also worked well with other services like PubSub and BigTable.

  • fal

    do more with dbt. fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning models.

    I haven’t tried it yet but I know https://fal.ai/ helps you run python alongside dbt.

  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

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.

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