Marvel President Kevin Feige met with several candidates before tapping Schaeffer, reported Variety.
Marvel executives have also met Johansson to discuss what they wanted from a "Black Widow" writer.
Johansson has till now appeared as the character in six films, the next one being this summer's "Avengers: Infinity War.