We advance the theory, practice, and deployment of contemporary data science and engineering techniques. 

	Applied AI Systems Develop applied and operational machine learning solutions to support mission-driven products and results that help bridge the gap between fundamental research, domain scientist, and engineering and create solutions that enable our sponsors to tackle complex challenges. Key Projects and Initiatives Data Model Convergence Initiative Visual Sample Plan Mathematics for Artificial Reasoning in Science Initiative
	Foundational Data Science Develop and apply innovative data science and artificial intelligence (AI) methods to distill large, distributed, messy, or low-resource data into knowledge used to support decision processes. Leverage expertise in deep learning, machine learning, open-source data analytics, human language technologies, visual analytics, signals intelligence, and more to create advanced computational and human-AI collaborative solutions for complex challenges. Key Projects and Initiatives m/q Initiative Physics-Informed Machine Learning for Energy and Environment Digital Twins for Hydropower Mathematics for Artificial Reasoning in Science Initiative Mega AI EXPERT
	Human-Centered Computing Positively disrupt national security domains by automating, augmenting, and assisting human operations via human-machine pairing. Leveraging expertise in user interface engineering, software quality, human factors, and computer interaction, we create capabilities that enable users to gain deeper insights from their data. Key Projects and Initiatives Virtual Reality for High-Impact Learning IrrigationViz IN-SPIRE
	Math, Stats, and Data Science Work in multidisciplinary teams to employ powerful tools and techniques—such as mathematical modeling, optimization, statistical analysis, algorithm development, computational statistics, and operational modeling and simulation—to provide mission-focused solutions for complex problems in a variety of domains. Key Projects and Initiatives m/q Initiative Mathematics for Artificial Reasoning in Science Initiative Visual Sample Plan
	Software Engineering and Architectures Create high-quality, scalable, cloud-first solutions for tackling large data pipelines and analytics that are delivered to operational sponsor environments. Leverage industry best practices for professional software development using Agile development practices, code reviews, automated testing, and CI/CD pipelines. Key Projects and Initiatives VOLTTRON Cache