Yes, the rate constant is dependent on activation energy. If we increase the temperature of the reaction, we are actually increasing the kinetic energy of the molecules.
Rate constant is defined as the proportionality constant which explains the relationship between the molar concentration of the reactants and the rate of a chemical reaction.