  We show that subsets of $\mathbb{F}_q^{\infty}$ of large Fourier dimension
must contain three-term arithmetic progressions. This contrasts with a
construction of Shmerkin of a subset of $\mathbb{R}$ of Fourier dimension $1$
with no three-term arithmetic progressions.
