I read that SUTD students earning more than those from other public universities from NUS, NTU and SMU. Why?

SUTD focuses more on applied learning and students have more or longer internship that help boost their working experience.

SUTD likely has small cohort and tie ups with hirers for the initial years to get a good track record so that they can continue to attract good students and expand.