At last found the answer from the link in my comments. As this is a spring boot application ...special case... the notations should be
@xxxxx@ instead of ${xxxxx}
So my property file would be as below
### Spring boot properties
jdbc.url=@jdbc.url@
ldap.domain=@ldap_domain@
ldap.url=@ldap_url@
