Senior Machine Learning Scientist(ROAS) - Tokyo
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De functie
Lead the development of identify graph to enrich unified customer profiles and identify high-value users for ROAS optimization.
Design and implement ID mapping and cross-device profiling at large scale within digital advertising data.
Run online experiments and measurements to continuously improve campaign performance and advertiser ROI.
Own end-to-end project delivery, from model concept to deployment and monitoring.
Collaborate with product, backend and frontend teams to deliver measurable solutions for customers.
Apply Python, SQL and modern ML frameworks (PyTorch, TensorFlow) to build robust, scalable models.
Design and implement ID mapping and cross-device profiling at large scale within digital advertising data.
Run online experiments and measurements to continuously improve campaign performance and advertiser ROI.
Own end-to-end project delivery, from model concept to deployment and monitoring.
Collaborate with product, backend and frontend teams to deliver measurable solutions for customers.
Apply Python, SQL and modern ML frameworks (PyTorch, TensorFlow) to build robust, scalable models.
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