A woman who was jogging in a Melbourne park has been sexually assaulted and a 25-year-old man has been arrested over the attack.

The woman was running along Merri Creek at Coburg on Tuesday evening when she was grabbed from behind and assaulted, before making her way to a nearby food outlet to raise the alarm.

Police arrested the man at Carlton about 1.30am on Wednesday and he is being interviewed.