Dear @veerababumanyam,
Welcome to the Wefugees community and thank you for sharing your question!
Without knowing your situation, might the EU-Blue card be an option for you?
A foreigner, a citizen of a non-EU- country, can apply for the EU blue card if
a) he or she has a German or an accredited foreign or a university degree that is comparable to a German one.
b) he or she has a working contract with a gross annual compensation of at least €50.800 (4.134 Euros per month), a contract in the so-called shortage occupation (scientists, mathematics, engineers, doctors and IT- skilled workers) with the amount of €39.624 (3302 Euros per month).
I took the information from this website. You may also want to check this website for more details.
Don’t hesitate to get back to us with any further questions or if you want to discuss your case more.
All the best,
Meike