Senior Director, Data Science
CurrentI lead a team of full stack data scientists driving growth initiatives for the company. My primary responsibilities are:- Support marketing channel leads in execution of media strategies. We support all types of marketing channels like Digital (FB, Google, Apple, TikTok, Adobe etc), Search (SEM and SEO), TV (linear, OTT, TVE and Connected TV) and OOH.- Design and execution of experiments to understand incremental value driven by media interventions. This entails both geo experiments and user level experiments.- Building intelligence around attribution in a more privacy focused world to understand consumer journeys pre-acquisition that would inform development of media plans. - Media mix modeling to maximize value of a given marketing budget.- Consumer segmentation/profiling to understand our consumers better and personalize experience both pre/post acquisition.- Forecasting to predict long term value to the business and setting goals. - Understanding audience journeys post acquisition to support product team in identifying areas of improvement for developing a better consumer experience. - Establishing data/ML ops on deployed machine learning models to ensure sustainable development of intelligence built by our team.