Over the past few decades huge amount of research on gender has been conducted with dozens of findings from which female stereotypes about male dominancy is the main subject of this study and the basic purpose of this study is to analyze this phenomenon from the perspective of female as prime minister of the country, a top most effective position to bring a change. The study is based on the data of those cabinets which were selected and headed by female as prime minister and CEO of the country. It has been found that regardless of the region, culture, religion or country economic development, the female stereotypes does exist even among the world best female rulers, which this research argues is a serious hurdle in the way of selection of based on gender equality. This research is significant from the perspective of future research in gender issues and authorities in public management point of view as this has analyzed a serious issue concerning to global gender empowerment a common agenda of the international comity. It is being suggested that UN should adopt an effective mechanism to address the gender equality based selection on the initial stage of cabinet formation for the government.