Bacillus pumilus is a Gram-positive, rod-shaped, aerobic bacterium isolated from the soil. B. pumilus strain B6033 was originally selected as a biocatalyst for the stereospecific oxidation of β-lactams. Here, we present a 3.8-Mb assembly of its genome, which is the second fully assembled genome of a B. pumilus strain.