fˈɑːloʊɪŋ hɪz plˈeɪɪŋ kɚɹˈɪɹ, dˈeɪvɪs hˈæzbiːn ɐ lˈɔŋtˈaɪm hˈɪɾɪŋ kˈoʊtʃ ɪnðɪ ˈoːɹɪˌoʊlz mˈaɪnɚz sˈɪstəm, mˈeɪnli æt dˈʌbəlɐ bˈoʊi bˈeɪsɑːks tˈuː θˈaʊzənd; tˈuː θˈaʊzənd θɹˈiː tˈuː θˈaʊzənd fˈaɪv; tˈuː θˈaʊzənd θˈɜːtiːn tˈuː θˈaʊzənd fˈoːɹtiːn, æz wˈɛl æz ɐ ɹˈoʊvɪŋ aʊtfˈiːld ænd bˈʌntɪŋ ɪnstɹˈʌktɚɹ ɪnðə fˈɑːɹm sˈɪstəm tˈuː θˈaʊzənd sˈɛvən tˈuː θˈaʊzənd twˈɛlv.
Following his playing career, Davis has been a long-time hitting coach in the Orioles minors system, mainly at Double-A Bowie Baysox (2000; 2003–2005; 2013–2014), as well as a roving outfield and bunting instructor in the farm system (2007–2012).