Applied Scientist 4
Core
Conduct industrial research in NLP, Computational Social Science, and Machine Learning to develop innovative solutions for digital experiences and marketing performance.
Role type
Senior Applied Scientist (Research & Product Integration)
Builds
Production ML models, scalable synthetic data generation techniques, and research prototypes integrated into Adobe Experience Manager and Adobe Experience Platform.
Domain
Digital Marketing, Customer Experience, Natural Language Processing, Computational Social Science
Deliverable
production ML models | product features | research
Required skills
Large Language Models, Natural Language Processing, Computational Social Science, Behavioral Sciences, Agentic Workflows, Social Network Analysis, Causal Inference, Recommendation Systems, Multimodal Content Understanding, deploying solutions in production environments
Preferred skills
Deriving actionable insights from large datasets, taking research risks, leading ambitious projects, rapid iteration of research experiments
Technologies
Adobe Experience Manager, Adobe Experience Platform, ICLR, NeurIPS, ICML, PNAS, Nature, Science, ACL, EMNLP, CHI, WWW, KDD, CVPR
Responsibilities
Develop and lead research initiatives in NLP, Computational Social Science, and Machine Learning; Collaborate with product teams to turn research advances into impactful products; Design challenging evaluations related to creative intelligence and marketing performance; Develop scalable synthetic data generation and evaluation techniques; Manipulate and analyze complex, high-volume, and high-dimensional data from diverse sources; Train models and run experiments to study data and model quality; Integrate core machine learning models into Adobe Experience Manager and Adobe Experience Platform; Collaborate with product, design, and engineering teams to rapidly prototype and transition conceptual prototypes from research to production.
Seniority
Senior, hands-on IC with research leadership
