The leader influential in the establishment of the Israeli state is David Ben-Gurion, who served as the first Prime Minister of Israel. He played a crucial role in advocating for Jewish statehood and was instrumental in declaring Israel's independence on May 14, 1948. Ben-Gurion's leadership helped lay the foundation for the new state, shaping its policies and development during its early years.