Jessica Miller had never considered modeling, citing that she thought it was "dumb" in an interview once but upon the suggestion of her mother and sister, joined a modeling school (John Robert Powers Academy) at the age of 15. The following year, Miller was discovered by Corrie Caster, a scout from the prestigious Next modeling agency and signed with them