Which e-commerce platform to choose?

I'm a fresh web developer. And I've met SAP Hybris last week during my job interview.

I've been reading blogs and tutorials almost for a week. And I'm still confused. Is e-commerce platform a "must" for big e-commerce sites ? Should I dig into these platforms as a web developer ? If I should, which e-commerce platform should I choose ?