David Wilson - Principal Data Scientist

David Wilson

Principal Data Scientist

San Francisco, California, United States

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Summary

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Senior

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Top School

David Wilson is a Principal Data Scientist with 12 years of experience blending rigorous academic research and product-focused analytics to protect and empower users. Currently at Atlassian after leading trust & safety analytics at Meta/Instagram, he specializes in measuring harm, designing interventions against scam actors, and translating network analysis into actionable product metrics. Previously he managed and mentored data science teams supporting People Products, building organizational network datasets and research that informed workforce and DEI decisions. He holds a PhD in Computer Science from the University of Bath—his thesis on computational real algebraic geometry was nominated for a British Computing Society Distinguished Dissertation award—bringing deep mathematical rigor to practical, cross-functional problems. Based in San Francisco, he is known for combining formal technique with product intuition to surface non-obvious attack vectors and scalable protections.

12 years of coding experience

11 years of employment as a software developer

MMath Mathematics, MMath Mathematics at University of Oxford

PhD Computer Science, PhD Computer Science at University of Bath

Master of Science (MS) Mathematics, Master of Science (MS) Mathematics at Rutgers University

british sign language

Stackoverflow

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Github Skills (6)

python-scripts6

polynomials5

collections4

python4

jekyll3

opera2

Github contributions (5)

Davidjohnwilson/roh-data

Oct 2014 - May 2016

Contributions:22 commits, 2 pushes, 2 branches in 1 year 6 months

collectpythonhouseoperaroyal

Davidjohnwilson/PythonPolys

Nov 2013 - Aug 2016

Contributions:86 commits, 32 PRs, 60 pushes in 2 years 10 months

python-modulepythonpolynomials

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