Macrophage accumulation is not only a characteristic hallmark but also a critical component of pulmonary artery (PA) remodeling associated with pulmonary hypertension (PH). However, the cellular and molecular mechanisms that drive vascular macrophage activation and their functional phenotype remain poorly defined. Utilizing multiple levels of in vivo (bovine and rat models of hypoxia-induced PH, together with human tissue samples) and in vitro (primary mouse, rat, and bovine macrophages, human monocytes, as well as primary human and bovine fibroblasts) approaches, we observed that adventitial fibroblasts derived from hypertensive Pas (bovine and human) regulate macrophage activation. These fibroblasts activate macrophages through paracrine IL6 and STAT3, HIF1, and C/EBPβ signaling to drive expression of genes previously implicated in chronic inflammation, tissue remodeling, and PH. This distinct fibroblast-activated macrophage phenotype was independent of IL4/IL13-STAT6 and TLR-MyD88 signaling. We found that genetic STAT3 haplodeficiency in macrophages attenuated macrophage activation while complete STAT3 deficiency increased macrophage activation through compensatory upregulation of STAT1 signaling, while deficiency in C/EBPβ or HIF1 attenuated fibroblast driven macrophage activation. These findings challenge the current paradigm of IL4/IL13-STAT6 mediated alternative macrophage activation as the sole driver of vascular remodeling in PH and uncover a crosstalk between adventitial fibroblasts and macrophages in which paracrine IL6 activated STAT3, HIF1, and C/EBPβ signaling is critical for macrophage activation and polarization. Thus, targeting IL6 signaling in macrophages by completely inhibiting C/EBPβ, HIF1a or partially inhibiting STAT3 may hold therapeutic value for treatment of PH and other inflammatory conditions characterized by increased IL6 and absent IL4/IL13 signaling.