Pedophilia is a paraphilia. Most psychologists believe paraphilias are permanent. Therapy and medication can help people control their urges if needed. Child sex abuse is a criminal choice.
Yeah, I had to work with SOs in my previous job and this sounds accurate. It's very hard to characterize this kind of thing though so if anyone else is curious it would be best to read up a bit on modern approaches.