Teacher job satisfaction is critical for educational quality and retention, particularly in resource-constrained rural settings. Grounded in Herzberg’s Two-Factor Theory, this study investigates how recognition influences job satisfaction among primary school teachers in rural Tanzania. A qualitative, descriptive phenomenological design was employed in the Ukerewe District, Mwanza Region, where 29 informants from seven public primary schools, comprising classroom teachers, head teachers, school committee chairpersons, and ward executive officers, were purposively selected. Data were collected through semi-structured interviews and focus group discussions, and analyzed using Giorgi’s descriptive phenomenological method. Findings reveal that both formal and informal recognition, including public praise, peer acknowledgment, and structured awards, significantly enhance teachers’ intrinsic motivation and professional commitment. However, the positive effects of recognition are mitigated by resource constraints and inconsistent implementation practices. The results underscore the necessity of integrating equitable recognition programs with improvements in basic hygiene factors such as fair compensation and adequate teaching resources. Recommendations include leveraging existing systems like PEPMIS, fostering community-led initiatives, and enhancing administrative capacity to ensure sustainable, holistic strategies that improve teacher morale and retention.