Enterprises are facing an analytical paradox: They are drowning in data, yet there is a drought of data scientists. How can enterprises stay competitive and keep an analytics advantage? Data science marketplaces from bazaars to boutiques are closing the gap, allowing application developers to access the analytical tools they need to make their applications smarter. This report will help application development and delivery (AD&D) professionals understand the landscape of data science marketplaces and how to use them to their advantage.