role-based certifications

Role-based certifications from Microsoft are tiered credentials designed to align with specific job roles, such as Azure administrator or data analyst. They form part of a broader ecosystem that includes Fundamentals and Specialty certifications, each targeting different skill levels. The certification path has become more performance-driven and time-sensitive, requiring strategic planning for renewal. Additionally, Microsoft's Solutions Partner framework, which replaced the gold/silver competency model, uses a capability-based scoring system that evaluates partners on performance, skilling, and other metrics. This framework recognizes organizations like VLink for validated expertise in areas such as cloud-native development on Azure.