Polymers have been used in various industries and can be produced by forming in the mold but machining operations are usually performed due to needing in the assembly and fixing processes. In particular, drilling of engineering plastics such as polyamide, polyethylene etc. have been investigated by scientists. Additionally, electrically conductive polymers have been developed by adding conductive materials like carbon black, carbon nanotube, graphene etc. to the polymer matrix for electronic applications and automotive industry. For these reasons, this study aims to investigate the effects of drill point angle, feed, and cutting speed on the drill bit temperature by Taguchi and ANOVA (analysis of variance) statistic methods in the drilling of unreinforced polyamide and carbon black reinforced electrically conductive polyamide. In addition, the relation between the drill bit temperature and burr was examined. The optimum drilling condition for minimum drill bit temperature was determined at low cutting speed and drill point angle and high feed for given drilling parameters. It was specified that the drill bit temperature was higher in the drilling of carbon black reinforced polyamide than that measured in the drilling of unreinforced polyamide. The most significant parameter was obtained as the drill point angle by Taguchi method and ANOVA results confirmed this result. Additionally, it was observed that burr formation increased as increasing the drill bit temperature.