The Firmwide Data Office (FDO) sits within Morgan Stanley Technology and focuses on data as a key priority within the overall Technology and the Firm strategy. We are a team of around 200+ people distributed globally and are engaged in a wide array of projects touching all business units (Institutional Securities, Investment Management, Wealth Management) and functions (e.g., Operations, Finance, Risk, Trading, Treasury, Resilience, Production Management) across the Firm. The team vision is a multi-year effort to improve data governance & management practices, to demonstrate data quality controls, simplify firm's data architecture and business processes front-to-back, empowering developers by providing consistent means of handling data, facilitate data-driven insights & decision making. We are working on an exciting new initiative to build an Enterprise Knowledge Graph by harnessing the power of Graph and Semantic technologies along with Big Data and other innovative technologies to map complex business, application, data, and infrastructure asset relationships to facilitate data-driven insights and decision making. Across our business divisions, as we strive to understand risk impact, optimize cost, assess business resiliency, manage change, and identify opportunities - all critical to fuel the growth engine -, we need to link vast amount of data of different types and forms across heterogeneous data sources across the Firm to generate meaningful intelligence. The underlying data will describe the Firm's businesses, business processes and various operational assets required to support those businesses (systems, technology infrastructure, datacenter facilities, workforce, workforce facilities, external supplier services and industry utilities.