Based on specific heat and magnetoresistance measurements, we report that a "heavy" electronic state exists below T ≈ 20 K in KNi 2 Se 2 , with an increased carrier mobility and enhanced effective electronic band mass, m* = 6m b to 18m b . This "heavy" state evolves into superconductivity at T c = 0.80(1) K. These properties resemble that of a many-body heavy-fermion state, which derives from the hybridization between localized magnetic states and conduction electrons. Yet, no evidence for localized magnetism or magnetic order is found in KNi 2 Se 2 from magnetization measurements or neutron diffraction. Instead, neutron pair-distribution-function analysis reveals the presence of local charge-density-wave distortions that disappear on cooling, an effect opposite to what is typically observed, suggesting that the low-temperature electronic state of KNi 2 Se 2 arises from cooperative Coulomb interactions and proximity to, but avoidance of, charge order.