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Skills that raise your pay

• Statistics done properly

  Knowing when a difference is real is what separates an analyst from a report builder.

• Data engineering basics

  Building the pipelines that feed the analysis. Short supply and well paid.

• Cloud data platforms

  Most company data now sits with a cloud provider. Knowing one well is directly worth money.

• Machine learning

  The route from analyst to data scientist, and the biggest single pay step in this field.