Bullet points show as numbered list in PDF

When generating a pdf from a Sales Order or Quotation that includes a bullet point list, the resulting pdf shows a numbered list instead of a bullet point list.
The initial print preview, however, does in fact show the bullet point correctly.
Could this be a bug with wkhtmltopdf? Any ideas?