A JMP developer utilizes the statistical discovery software, JMP, to analyze and interpret complex data sets. They design, develop, and implement statistical models, generate reports, and create visualizations to communicate findings effectively. They also manage and clean data, ensuring its accuracy and reliability. Their work supports decision-making processes in various industries, including healthcare, finance, marketing, and manufacturing. They may also train and guide other team members in using JMP, improving overall team efficiency. Skills required include a strong understanding of statistics, data analysis techniques, proficiency in SAS language, and familiarity with other data management tools.