Teams at Bumble

Manage end-to-end localisation projects for product and marketing, coordinating stakeholders, freelancers, and vendors to deliver multilingual content on time. Oversee timelines, scope, quality, and process improvements, support TMS and automation workflows, maintain localisation documentation, and drive operational excellence across localisation workflows.

Design, train, evaluate and deploy production ML models for personalization and recommendations. Own end-to-end ML problems from data exploration and feature engineering to model serving, monitoring, and iteration while applying MLOps best practices and responsible AI principles.

Lead technical strategy and deliver production-grade ML systems for recommendations, ranking, personalization, and AI agents. Build scalable ML pipelines with Spark/Airflow, deploy models with PyTorch/TensorFlow, run A/B tests, mentor senior ICs, partner cross-functionally, and embed responsible AI practices.