How do leaders become leader in oligarchy government?

No. An oligarchy is ruled by a small group of elite people. Some examples of elite groups are excessive wealth, family or friend relationships, military power, and religious beliefs.

Those within the group, may vote for leaders, but the general population has no say in the selection of their leaders. You could think of an oligarchy as a Dictatorship of a small group of individuals.