Why Data Science Matters – The Startup – Medium

Why Data Science Matters – The Startup – Medium

  • Typically data scientists help design experiments, identify data-informed hypotheses on phenomena, and guide product team on constant optimization of the product through the data insights.
  • These data scientists train machine learning models of a phenomenon in order to forecast future expectations and trends.
  • These four outcomes have specifically led to two different types of data scientists in the industry — product analysts and algorithm developers.
  • That said, generally speaking there are two main camps of data scientists: Product analysts, whose role is to deliver data-informed stories that advocate for a change in product or strategy.
  • An algorithm developer’s primary job is to leverage data to improve product performance in pursuit of a specific end goal, typically forecasting outcomes or building production systems .


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