The Job Transformation Map (JTM) for Financial Services, "Impact of Wider Integration of Data Analytics and Automation on Manpower in the Singapore Financial Services Sector" also known as the "IBF-MAS Study", covers 121 job roles representing most jobs in the financial sector. Finance professionals can use the JTM to identify and acquire new skills for their job roles. Financial institutions can use the JTM as a guide for workforce transformation.