Research Associate

As a Research Scientist at Adobe, you will be part of the Media and Data Science Research (MDSR) Laboratory in the Digital Experience (DX) business unit. Your role will involve engaging in cutting-edge research to shape the future of digital experiences. By joining our ambitious team, you will have the opportunity to work on innovative research problems, develop solutions, and revolutionize how businesses operate. You will also have the chance to turn your research ideas into successful products and present them at top conferences and journals. **Responsibilities:** - Develop and lead research initiatives in areas such as Natural Language Processing, Computational Social Science, Computer Vision, and Machine Learning. - Collaborate with product teams to translate research advances into impactful products. - Design challenging evaluations related to creative intelligence and marketing performance. - Create scalable synthetic data generation and evaluation techniques. - Analyze complex, high-volume, high-dimensionality data from diverse sources. - Train models, conduct experiments, and study data and model quality. - Refine research experiments iteratively and communicate insights clearly to the team. - Integrate core machine learning models into the Adobe Experience Manager and Adobe Experience Platform. - Prototype and transition conceptual prototypes from research to production in collaboration with product, design, and engineering teams. **Requirements:** - Demonstrated expertise in areas such as Large Language Models, Computer Vision, Natural Language Processing, Computational Social Science, Recommendation Systems, etc. - Multiple publications in prestigious conferences like ICLR, NeurIPS, ICML, PNAS, Nature, Science, ACL, EMNLP, CHI, etc. - Hands-on experience deploying solutions in production environments. - Proficiency in deriving actionable insights from large datasets. - Ability to take research risks and solve complex problems independently. - BTech or PhD degree in Computer Science, Statistics, Economics, or related fields. - For senior positions, a minimum of seven years of post-PhD experience is required. In this role, you will thrive if you: - Are a collaborative team player willing to take on various tasks to contribute to team success. - Have a strong track record in empirical research and can answer complex questions with data. - Can lead ambitious projects and possess excellent communication skills. - Are skilled in designing quality research experiments and evaluations with rapid iterations. - Have experience in technical environments, enhancing research velocity. - Possess a flexible analytic approach that delivers results at different levels of precision. - Are familiar with relational databases, SQL, and have experience with large-scale data systems like Beam or Spark.,