I've read that LaTeX resumes may give automated Applicant Tracking Systems trouble. Likely because ATSs' parsing ability caters to the majority of document formats, like PDFs made in MS Word. Is there any truth to that? Is a well-formatted, single column, Word file converted to PDF the best option for applying online?

(I ask as someone who, until last month, kept a LaTex resume.)