A method of anisotropically etching metals, especially iridium, platinum, ruthenium, osmium, and rhenium using a non-chlorofluorocarbon, fluorine-based chemistry. A substrate having metal deposited thereon, is inserted into an ECR plasma etch chamber and heated. A fluorine containing gas, such as, carbon tetrafluoride (CF4), nitrogen trifluoride (NF3) or sulfur hexafluoride (SF6) is introduced into the chamber and ionized to form a plasma. Fluorine ions within the plasma strike, or contact, the metal to form volatile metal-fluorine compounds. The metal-fluorine compounds are exhausted away from the substrate to reduce, or eliminate, redeposition of etch reactants.