EU member states need to agree on a unified position as efforts to rewrite global corporate tax rules speed forward, a top European Commission tax official told member state finance ministers.

“The EU needs a commonly shared and holistic vision for EU tax policy for the 21st century,” said an April 30 European Commission issue paper, obtained by Bloomberg News May 7.

Pierre Moscovici, commissioner for economic and financial affairs, taxation and customs for the...