Choosing the Right Certification Path
Role-based certifications target responsibilities—cloud architect, security analyst, or data engineer—while vendor-specific badges go deep on platforms like AWS, Azure, or Cisco. Balance both: start broad if you are exploring, then specialize where your daily tools and career ambitions intersect.
Choosing the Right Certification Path
Scan job boards, LinkedIn postings, and local salary reports for recurring requirements. If roles mention cloud plus scripting, choose a cloud cert and practice automation. Let real-world demand guide your selection so you invest in skills employers actively pay to acquire.