Data Science and Research

Our Data Science and Research teams fuel the industry’s most advanced AI-powered observability platform for autonomous operations. We're fusing deterministic insights with agentic action to deliver reliable outcomes with autonomous prevention, remediation, and optimization at scale. See jobs Paving the way to Dynatrace Intelligence Our Data Science and Research teams are building upon our acvanced Dynatrace platform that tackles complex and dynamic workloads with agentic AI, fueled by unified data and real-time context. Learn more about Dynatrace Intelligence Our focus areas in Data Science Casual AI We’re continuously improving our Root Cause Analysis to identify issues more accurately and quickly. Our goal is to prioritize problems effectively and, if possible, automatically resolve them. Predictive AI We build forecasting and anomaly detection models that account for seasonal and behavioral patterns. What sets our work apart is the need to keep these models both generic and performant, so they can power a wide range of customer use cases. Generative AI Using large language models (LLMs), we create smart features that help customers use our product more efficiently. This includes generating DQL queries and notebooks, as well as developing custom agents tailored to our customers’ needs. Learn more about our work Our focus areas in Research Cloud-native security Our research explores methods capable of automatically identifying threats within modern cloud environments. Distributed data systems We’re researching and inventing new technologies and algorithms for the next generation of distributed data systems. Generative AI We spend time researching generative AI, harnessing the power of large language models. Real-time analytics We focus on finding methods for real-time processing and analysis of massive data streams.