There are a lot of exceptions. Most of them, as it happens.

Vipers have that "neck" and a wider head than their bodies. Elapids typically don't, and can be extremely venomous. In fact, the most deadly venomous snakes in the world are elapids including cobras, taipans, and black mambas.

Tl;dr: Rarely wise to step on snek.