We focus on the description of the automorphism group Γ∥ of a Clifford-like parallelism ∥ on a 3-dimensional projective double space (ℙ(HF), ∥ℓ, ∥r) over a quaternion skew field H (of any characteristic). We compare Γ∥ with the automorphism group Γℓ of the left parallelism ∥ℓ, which is strictly related to Aut(H). We build up and discuss several examples showing that over certain quaternion skew fields it is possible to choose ∥ in such a way that Γ∥ is either properly contained in Γℓ or coincides with Γℓ even though ∥ ≠ ∥ℓ.