The Data Scientist II at The Nielsen Company plays a crucial role in developing and implementing statistical models to enhance audience measurement methodologies. Key responsibilities include researching and designing econometric models, querying large databases, and utilizing tools like Python and Tableau for data analysis. Candidates should have at least three years of experience in data science and be proficient in programming and data visualization.