The expression "like oil and water" means that two things or people do not mix well or are incompatible with each other. Just like oil and water, which when put together don’t blend but stay separate, this phrase is used to describe situations or relationships where things just don’t go well together.

For example:

"They fight like oil and water."
This means they are very incompatible and often disagree or clash.