Considering that the company I work for tried to hide their gender pay discrimination by "releveling" all the women who were getting systematically underpaid, you should in fact report these data without disaggregation.
"Those people make less because they are all lower level" is not a mitigating factor for pay discrimination.
"Those people make less because they are all lower level" is not a mitigating factor for pay discrimination.