As data scientist hiring continues to boom, many organizations report sustained difficulty finding, attracting and retaining data science talent.Even as initiatives to upskill quantitative professionals grow, machine learning literacy remains low in many organizations.Chief data and analytics officers, or CDAOs, must build development paths that support budding citizen data scientists with the right tools, training and structure.