Oxytocin is a neuropeptide hormone that plays a key role in social behaviour, stress regulation, and mental health. Synthetic oxytocin administration is a common obstetrical practice, and importantly, previous research has suggested that intrapartum exposure may increase the risk of neurodevelopmental disorders, such as autism spectrum disorder (ASD). To examine the association between synthetic oxytocin exposure during labor and ASD diagnosis in the child. This population-based retrospective cohort study compared two cohorts of children: 1) all children born in British Columbia (BC), Canada between April 1, 2000 and December 31, 2014 (n = 414,336 births), and 2) all children delivered at Soroka University Medical Center (SUMC) in Be'er Sheva, Israel between January 1, 2011 and December 31, 2019 (n = 82,892 births). Nine different exposure groups were examined. Cox proportional hazards models were used to estimate crude and adjusted hazard ratios of ASD in both cohorts based on induction and/or augmentation exposures status. To further control for confounding by indication, we conducted sensitivity analyses among a cohort of healthy, uncomplicated deliveries and among a group that was induced only for post-dates. Additionally, we stratified our analyses by infant sex to assess for potential sex differences. In the BC cohort, 170,013 of 414,336 deliveries (41.0%) were not induced or augmented, 107,543 (26.0%) were exposed to oxytocin, and 136,780 (33.0%) were induced or augmented but not exposed to oxytocin. In the Israel cohort, 51,790 of 82,892 deliveries (62.5%) were not induced or augmented, 28,852 (34.8%) were exposed to oxytocin, and 2,250 (2.7%) were induced or augmented but not exposed to oxytocin. Upon adjusting for covariates in the main analysis, significant associations were observed in the Israel cohort, including adjusted hazard ratios (aHRs) of 1.51 (95% CI 1.20, 1.90) for oxytocin augmented births and 2.18 (95% CI 1.32, 3.57) for those induced by means other than oxytocin and not augmented. However, oxytocin induction was not significantly associated with ASD in the Israel cohort. In the Canadian cohort, there were no statistically significant aHRs. Further, no significant sex differences were observed in the fully adjusted models. This study provides support that induction of labor through oxytocin administration does not increase the risk of ASD in the child. Our international comparison of two countries with differences in clinical practice regarding oxytocin administration for induction and/or augmentation suggests that previous studies reporting a significant association were likely confounded by the underlying indication for the induction.