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About the role
Lead the design and delivery of end-to-end ML systems powering recommendations, ranking, and personalization, driving measurable improvements in user outcomes
Architect and optimise ML pipelines, integrating data processing, model training, evaluation, and deployment into scalable systems (e.g. Spark, Airflow)
Build and deploy advanced models using modern frameworks (e.g. PyTorch), ensuring robustness in high-scale production environments
Develop and apply LLM-based capabilities, including prompt design and fine-tuning approaches for production use cases
Drive experimentation strategy, including A/B testing and offline evaluation, to continuously improve performance and inform product decisions
Partner cross-functionally with Product, Engineering, and Data teams, collaborating with purpose to translate business challenges into ML solutions
Mentor and support other engineers, fostering a culture of Curiosity, ownership, and continuous improvement
More at Bumble
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