Most of MediaWiki seems to avoid too much trouble with contention in the database, but I was seeing it prior to enabling application-level caching. It seemed to be a combination of factors primarily driven by expensive tasks in the background. Particularly complex pages can cause some of those background tasks to become rather explosive.