Exploring technological pedagogical and content knowledge (TPACK) has obtained considerable importance over the past 2 years when education needs to rely on using online learning platforms due to the COVID pandemic. Teachers’ beliefs could play a determining role in their decisions and the ways they implement their knowledge. It has, however, been indicated that teachers’ beliefs about TPACK in language pedagogy merits additional empirical evidence, especially through a mixed-methods design. To this aim, this study probed teachers’ beliefs towards TPACK in general and its components in particular in Iraqi Kurdistan. Additionally, the role of teaching experience and education degree in affecting the teachers’ beliefs was explored. The data was collected through a questionnaire responded by 105 EFL (English a Foreign Language) teachers and enriched by qualitative data gathered through a structured interview. Overall, it was found that teachers generally had a higher level of pedagogy and subject matter knowledge than technological knowledge. Although the quantitative data indicated that the experienced teachers had significantly higher pedagogical, content, technological, and pedagogical content knowledge than the novice teachers, the qualitative analysis revealed that novice teachers were more skilled in the utilization of technology-related knowledge domains. Furthermore, Ph.D. participants demonstrated higher level of TPACK confidence than the BA ones. The findings are discussed in the light of theories on teachers’ beliefs, and implications for teachers and teacher educators are presented.