Since Data Scientists Don’t Do Business Decisions — Businesses Need Decision Scientists Decision scientists will shift the focus from the science of inputs (data and analysis) to the science of outputs (recommendations and decisions). They will live in an exciting world where the current lack of scientific knowledge about decision-making means major discoveries will happen every day.