A tempered Hermite process modifies the power law kernel in the time domain representation of a Hermite process by multiplying an exponential tempering factor λ>0 such that the process is well defined for Hurst parameter H>12. A tempered Hermite process is the weak convergence limit of a certain discrete chaos process.