I think some people have an uncontrollable affinity for alcohol from the first drink, but most people build up a dependence as a way of escaping life or a problem. After a while they develop a physical addiction, and once that happens it never really goes away. The only way to deal with it is stop drinking.
I'm sure there's a genetic component in all this, but not necessarily expressed in everyone.