The ACS COMP OpenEye Outstanding Junior Faculty Award program provides $1,000 to up to four outstanding tenure-track junior faculty members to present their work in COMP poster session at the Spring 2018 New Orleans, LA ACS National Meeting. The Awards are designed to assist new faculty members in gaining visibility within the COMP community. Award certificates and $1,000 prizes will be presented at the COMP Poster session. Applications for Outstanding Junior Faculty Awards are invited from all current tenure-track junior (untenured) faculty who are members of ACS and the ACS Division of Computers in Chemistry. Selection criteria included the novelty and importance of the work to be presented, CV of the applicant, as well as the level of departmental support as indicated by the applicant's department Chair or Chair designee.