About The Opportunity
Adobe Digital Experience Cloud’s mission is to transform how businesses compete through next generation digital experiences. At the Media and Data Science Research (MDSR) lab, we work on fundamental and applied research problems relevant to the Experience Cloud. Our research areas span Computer Vision, Natural Language Understanding and Data Science. We also work on foundational questions related to AI and allied mathematical areas. We publish at top machine learning conferences and also work with the product teams to turn our research into impactful product features.
We are looking for a Data Science researcher with a strong track record of publications in top tier conferences to define and lead research areas that will transform digital marketing by enabling better execution, analysis and planning of marketing activities for the customers of Adobe’s Experience Cloud. Job responsibilities include developing and leading research areas, publishing in top conferences and journals, working with product teams to turn the research advances to impactful product features and to collaborate with academic labs.
Desired Qualifications And Skills
- Multiple publications in top tier conferences such as NeurIPS, ICLR, ICML, KDD, AAMAS etc.
- Deep expertise in one or more of the following areas - Recommender systems, Bandit Theory, Decision Theory, (Deep) Reinforcement Learning, Causal Modelling, Behavioural modelling and analysis, Representation Learning, Multi-Agent Systems, Topological Data Analysis, Model Interpretability and Explainability, Bayesian and statistical Inference
- Advanced degree (preferably PhD) in Computer Science/Electrical Engineering, Mathematics, Physics or related areas
- Excellent communication skills
- Ability to take research risk and tackle hard problems independently
- For senior positions, we require seven or more years of post-PhD experience