In this paper, we consider higher tensor powers of oscillator representations over finite fields. We find a decomposition of their endomorphism algebras into group algebras of orthogonal groups, giving a new version of Howe duality for a certain range of Type I reductive dual pairs. Specifically, we find that all occurring terms arise from parabolic inductions and the eta correspondence of R. Howe and S. Gurevich. This also leads to a version of Howe duality in a certain category "interpolating" the oscillator representations.