University of Virginia School of Data Science
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The University of Virginia School of Data Science, under Dean Philip E. Bourne, emphasizes the importance of data science in various fields, such as medicine and technology, with a focus on interdisciplinary collaboration and responsible practices. Current students, like Dr. Thomas Hartka, are applying data science to real-world issues, including automotive safety and emergency care. With a strong job placement rate for graduates and ongoing development of academic programs, the school aims to be a leader in the field of data science.
University of Virginia School of Data Science
- 1. University of Virginia School of Data Science Dean Philip E. Bourne
- 2. What is Data Science? Researcher and Assistant Professor of Medicine Dr. Thomas Hartka, also a current online Masters in Data Science student, is combining two disparate data sets—electronic health records and DMV crash data—to save lives after motor vehicle crashes. “I enrolled in the MSDS program to expand my research on automotive safety. I have already used techniques from classes in my work. I hope to expand my research to real-time analytics to improve emergency room care.” — Dr. Thomas Hartka, UVA School of Medicine
- 3. Artificial Intelligence/ Machine Learning in Medicine Recognition of microscopic GI patterns and key disease drivers Artificial Intelligence powered disease insightsHighest Activation Lowest Activation Key: Sana Syed
- 4. Increased Demand over the Past Five Years 74% Artificial Intelligence specialists Top industries hiring this talent: Computer software, internet, information technology and services, higher education, consumer electronics 37% Data Scientist Top industries hiring this talent: Information technology and services, computer software, internet, financial services, higher education 33% Data Engineer Top industries hiring this talent: Information technology and services, internet, computer software, financial services, hospital and healthcare
- 5. The Rising Demand for Data Scientists *for graduates seeking employment 100% 100% 100% 98% 97% UVA School of Data Science Graduate Job Placement 2019 2018 2017 2016 2015 * Roles Machine Learning Engineer, Director of Data Science, Deep Learning Research Scientist, Senior Data Analyst, Data Science Developer, Consultant, Product Data Analyst, Financial Engineer, Engagement Manager & more Industries ● Finance ● Government ● Healthcare & Medicine ● Professional Sports ● Commerce ● Media ● Higher Ed ● Technology
- 6. Applying Data Science Across Industries “To tackle challenges in science and medicine.” — Elizabeth Driskell, MSDS ‘20 “To inform public policy and government.” — Bradley Katcher, MSDS ‘20 “I want to use data science to find a new way of thinking.” — Alex Gromadzki, MSDS ‘21 “I want to use data science to solve complex business problems.” — Ruslan Askerov, MSDS ‘21 “To address poverty and income inequality.” — Arti Patel, MSDS ‘20
- 7. A New School for a New Century A School Without Walls Mission To be a national and international leader in responsible data science emphasizing interdisciplinary collaboration which results in furthering discovery, sharing knowledge, and societal benefit
- 8. A New School for a New Century Where we are Today Foundation ● Residential & Online Masters in Data Science ● Presidential Fellows ● ● PhD & Undergrad programs in process ● Hiring & recruiting leading faculty, with 10+ faculty and associate dean hires underway ● Research & community projects underway ● New building plan as cornerstone of Emmet/Ivy
- 9. We Are Not Alone But We Are Unique
- 10. Furthering Discovery to Build a Better World RESEARCH Cybersecurity Detecting broad-spectrum cyber threats almost immediately after they are launched through a $7.6 million Defense Advanced Research Projects Agency (DARPA) grant. Environment Using NASA data collected aboard the International Space Station to examine climate change in the Shenandoah National Forest and beyond, and find solutions Health & Medicine Securing high-performance computing equipment and personnel to allow collaboration across the university on brain science research like Autism, Alzheimer’s, mental health disorders, traumatic brain injuries and more. Business Discovering what makes a job interview successful for the candidate and the recruiter, and how to mitigate bias in the recruiting process Democracy Investigating how terrorist groups recruit women through propaganda and examining risk and threat assessment for extremist violence perpetrated by women. Education Helping economically disadvantaged, underrepresented populations pursue tailored educational workforce pathways that have a higher probability of leading them to success.
- 11. Why Responsible Data Science? • A defining feature • A partnership between STEM, social sciences and the humanities • Where UVA has strength
- 12. Challenges • Deciding what not to do • Competition for the best team members (faculty and staff) • Establishing a diverse team • Lack of a comprehensive enterprise-wide data infrastructure • Its easier to conform
- 13. Growing the School M.S. IN DATA SCIENCE Residential & Online 2020 2020-2023 UNDERGRADUATE COURSES increase to 18 courses per AY 2021 PH.D. PROGRAM 2023 UNDERGRADUATE MAJOR Building occupied Team Size (FTEs) 5 40 60 80 120
- 14. Given this wealth of opportunity and growing resources, what additional opportunities should we be taking advantage of? Question