Senior sales operation analysts perform a number of sales analysis-related tasks for their organization. They are responsible for conducting forecasting, which includes performing analytics and creating metrics to analyze current sales tactics and operations within the company.enior sales operation analysts perform a number of sales analysis-related tasks for their organization. They are responsible for conducting forecasting, which includes performing analytics and creating metrics to analyze current sales tactics and operations within the company.