In 2014, Armenta joined AT&T where she continued focusing on Big Data to develop greater product business and form solutions to build new functionality that can be leveraged by existing and future Big Data products. Since joining AT&T, Armenta has been the lead product development manager, principal advanced analytics, associate director big data insights, and her current role as director data insights which she has held since the end of 2017.