Thank you all for your answers. This was really insightful and I will incorporate some of your suggestion into our digital marketing efforts going forward.

I'm not sure about stack overflow ads. Hackerearth also helps developers find jobs and that might a conflict of interest for stack overflow careers.

I will personally reach out to some of you folks. This has been really useful!