Depending on the demands of their company, a Data Scientist must take a different strategy to solving a business challenge. Using hybrid models of math and computer science, data scientists glean actionable insights from data and help make better decisions. The applications of data science for solving real-world business challenges include improving product quality, automating digital ad placement, increasing revenue generation by predicting demand and growth opportunities, automating recruitment processes, setting prices in a dynamic market among other use cases.