As a rule of thumb based on my own experiences and the opinions of more experienced engineers I've had the good fortune to work with, language choice is far less important than the quality of the team using it.

While I have no doubt that trying to build WhatsApp in a language that would be the wrong tool for the job (say... PHP) would have been fatal, I have many more doubts that choosing Erlang was the key enabling decision.