Colleen Graham built and managed the Data Science programs in two of Chevron's most complex and technologically advanced business units: Deepwater and Unconventionals. In her fifteen-year career at Chevron, she has successfully grown leading-edge digital capabilities across many business segments. Randy and Colleen discuss how to challenge highly creative data scientists, Deepwater oil and gas drilling, and Edinburgh, Scotland.