Which AI certification is most valuable for career growth?

The most valuable AI certification depends on your target role. For cloud-AI engineering, the AWS Certified Machine Learning Engineer Associate or Google Cloud Professional Machine Learning Engineer carry the most weight. For AI governance roles, IAPP AIGP. For AI security, no single certification has emerged as a universal market signal.