![]() ![]() ![]() Production deployment, management, and monitoring.To bring a data science based solution to production, the following functions are typically distributed between data scientists and data data engineers: However, different skills are needed to deploy a model from the data scientist’s development environment to a scalable production environment. Take a look at the following chart from a Stitch Data blog post:ĭata scientists are great at developing analytical models to achieve specific business results. It is rare to find a single individual with all of the skillsets needed to build and deploy a data science solution. The skills needed to operationalize a data science solution are typically divided between data engineers and data scientist. ![]()
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