Parsing inflected forms may not always work as expected. If the following does not give the correct word, try Latin Words or Perseus.
aurīgārĭus, ii, m. [auriga] (for the class. auriga), a charioteer in the races of the circus, Suet. Ner. 5; Inscr. Orell. 2596.