Understanding the competencies required for different roles is critical to workforce planning and development. After identifying a gap in the existing frameworks relating to IT and business analytics, the D2D CRC developed a Data Science Competency Framework and a tool to support individuals and teams to identify their development needs. This workshop will provide an overview of the Data Science Competency Framework and the Development Planning Tool, including recent updates. With a focus on practical implementation in your organisation, we will explore how the competencies can be utilised to better understand your data science workforce make-up, for recruitment and development. We will also have a discussion about how required competencies might change in the future as the field continues to evolve.