Data Science is not about algorithms or metrics. It is irrelevant to the business if the way to get the answer to a question is a Monte Carlo simulation, a linear regression, a Random Forest classifier, or a Convolutional Neural Network. It is about solving business problems. But it does require some data.
"Data Science is not about algorithms or metrics. It is about solving business problems" - Francois Dion