Daniel Shields

Vice President at Two Sigma

Houston, Texas, United States
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Summary

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Senior
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Top School
Daniel Shields is a seasoned engineering leader with nine years of experience guiding high-performance software and machine learning teams, currently serving as Vice President at Two Sigma in Houston. He has a strong background in high-throughput, parallel C++ systems and Python infrastructure from prior roles at SRI and PDT Partners, where he rebuilt legacy codebases, optimized performance, and introduced CI pipelines for mission-critical trading systems. Daniel combines hands-on technical rigor—boosting image-processing throughput and rewriting core libraries—with operational focus on engineering processes and ML productionization. He has led productization efforts for complex geo-registration and tracking systems and overseen integrations with prime broker systems, demonstrating an ability to translate research prototypes into deployable, scalable systems. Trained in mathematics and computer science at Rutgers, he brings a rare mix of algorithmic depth and practical systems engineering to financial and defense-grade software.
code9 years of coding experience
job6 years of employment as a software developer
bookAssociate of Science (A.S.), Mathematics and Computer Science, Associate of Science (A.S.), Mathematics and Computer Science at Burlington County College
bookBachelor of Arts (B.A.), Mathematics, Bachelor of Arts (B.A.), Mathematics at Rutgers University
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Github Skills (14)

programming-language10
spark10
sql10
python10
jdbc10
java10
callgraph10
r10
scala10
apache-spark9
big-data9
data-engineering7
parquet7
apache-arrow6

Programming languages (3)

C++ScalaPython

Github contributions (5)

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twosigma/uberjob

Nov 2020 - Jan 2023

uberjob is a Python package for building and running call graphs.
Contributions:1 release, 28 reviews, 52 commits in 2 years 2 months
callgraphpythondata-engineering
daniel-shields/cpython

Jan 2023 - Jan 2023

Contributions:1 push, 1 branch in 1 day
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