hello abhishek

while it basically depends upon your luck and skills but yes there are quite  job opportunities after diploma in mechanical engineering .you should also enhace your skillsets after doing further studies or just taking additional courses . checkout this similar answer that is given in quite brief form which might help you

https://www.careers360.com/question-what-is-scope-after-diploma-in-mechanical-engineering

best wishes