As part of a major new initiative in interdisciplinary data science, Princeton University is undertaking a search for faculty members at tenured and tenure-track ranks across all areas of science, engineering, social science, and humanities. This initiative will involve multiple faculty hires over the next several years. We are particularly interested in applicants who advance discovery in their fields of scholarship using techniques from machine learning and statistics. Applicants may also make research advances in the machine learning and statistical methods themselves, as necessary for their application domains. These faculty hires will contribute to the momentum already building across Princeton University in interdisciplinary data science. For associate and full professor ca