Base Programming Specialists have passed a performance-based exam where they have completed programming assignments in SAS. They have demonstrated proficiency in reading and creating data, manipulating data with functions and formats, controlling program flow with loops and conditional statements, creating summary and frequency reports, and identifying and correcting program errors.