Karen shares her hands-on experience with essential data tools like SQL and R, highlighting her daily interactions with Vertica databases. She also discusses the team's use of Tableau for dashboard creation and acknowledges a colleague's expertise in Shiny, showcasing the diverse skill set within their small team.