Is anyone trying to switch out of data science, and if so, what jobs are you applying for?

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

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  • dagster

    An orchestration platform for the development, production, and observation of data assets.

  • I am currently using dagster as a workflow orchestration/ETL tool and it is such a fantastic framework. It allows DAs or DSs to be more full-stack. I think using something like dagster is the future. It is cross-platform and acutally works well on Windows, so even a data analyst or data scientist in a small fry corporate Windows environment can become more full-stack with dagster. So I can see it having more widespread use by more people in various industries, not just tech-focused industries where they are using exclusive non-Windows stack. When they are teamed up with experienced software engineers, their projects can scale if needed.

  • dagster-sklearn

    dagster scikit-learn pipeline example.

  • I have created a trivial, contrived scikit-learn example using dagster so that people have an idea of how it can be used.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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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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