interview (with someone) for something
[for a person seeking employment] to discuss employment in a particular job with an employer. She interviewed with the civic opera company for a job in the business department. I interviewed with Roger for the job.
interview someone for something
[for an employer] to discuss employment in a particular job with a person seeking employment. We will interview her for the manager's job. We will interview the rest of them for the position tomorrow.