Various arrangements for a battery module cooling system are presented. A thermal tower may be contoured to contact one or more battery cells. The thermal tower may include a holding member and a cooling member. A hollow interior region having a top aperture may be defined by the holding member. A portion of each of the one or more battery cells may be contacted by the cooling member to provide localized cooling to each of the one or more battery cells. A seal may be formed between the holding member and the cooling member by positioning the cooling member on the top aperture of the holding member. Optionally, the portion that the cooling members may contact to provide localized cooling may include a hot region having a higher temperature than other portions of each of the one or more battery cells.