We utilize a new framework, CUJET3.0, to deduce the energy and temperature dependence of jet transport parameter,q(E > 10 GeV, T ), from a combined analysis of available data on nuclear modification factor and azimuthal asymmetries from RHIC/BNL and LHC/CERN on high energy nuclear collisions. Extending a previous perturbative-QCD based jet energy loss model (known as CUJET2.0) with (2+1)D viscous hydrodynamic bulk evolution, this new framework includes three novel features of nonperturbative physics origin: (1) the Polyakov loop suppression of colorelectric scattering (aka "semi-QGP" of Pisarski et al) and (2) the enhancement of jet scattering due to emergent magnetic monopoles near Tc (aka "magnetic scenario" of Liao and Shuryak) and (3) thermodynamic properties constrained by lattice QCD data. CUJET3.0 reduces to v2.0 at high temperatures T > 400 MeV, but greatly enhancesq near the QCD deconfinement transition temperature range. This enhancement accounts well for the observed elliptic harmonics of jets with pT > 10 GeV. Extrapolating our data-constrainedq down to thermal energy scales, E ∼ 2 GeV, we find for the first time a remarkable consistency between high energy jet quenching and bulk perfect fluidity with η/s ∼ T 3 /q ∼ 0.1 near Tc. [10][11][12][13][14][15] 21]. Interestingly by comparing RHIC and LHC measurements it was found that both QGP properties vary with beam energy with extracted average η/s increasing whileq/T 3 decreasing (by ∼ 30%) from RHIC to LHC [7][8][9][10][17][18][19]. These observations indicate a relatively strong temperature dependence of such medium properties in the 1 ∼ 3 T c region.Up to now however has been no quantitative and consistent microscopic understanding of both bulk collectivity and jet quenching in QGP. Perturbative-QCD (pQCD) based models forq(E, T ) that account for jet quenching at high energies are found to be inconsistent with small η/s ∼ T 3 /q when extrapolated down to thermal energy scales [6]. On the other hand, strong coupling models that can easily account for η/s ∼ 1/4π perfect fluidity tend to over-predict quenching of high energy jets when extrapolated to high energies [20, 21]. None of these models show strong T-dependence for η/s orq/T 3 . In this Letter, we address these questions by taking into account three important nonperturbative properties of QGP suggested by lattice QCD calculations into a new microscopic model of semi-quark-gluon monopole plasmas (sQGMP) in the crossover QCD transition tem-