The part-time bilingual voice recording role at Toloka AI focuses on enhancing AI language training through natural conversational recordings in both English and Chinese. The main responsibilities include recording short voice clips that reflect everyday conversations and seamlessly switching between the two languages. Candidates must be fully bilingual, with any recording device sufficient for the task.