Totally depends on what problem your trying to solve, what tools your employer have setup, and what data science you know how to do. The field is still not very mature, but as the tools get easier to use and companies understand how they can solve problems using machine learning and data science, and data pipelines are thought of at the beginning of projects, it will be a lot easier to apply more sophisticated techniques.