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Jeff Rumage Jeff Rumage
Published on July 01, 2026

23 Trading Firms to Know

Their complex trading models are developed by engineers, mathematicians and physicists.

Built In Staff Built In Staff
Updated on January 20, 2026

Inside the Digital Transformations of 23 Companies

Senior leaders from Hershey, Sephora, Nissan and more take a deep dive into their ongoing digital transformations.

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Gordon Gottsegen Gordon Gottsegen
Updated on November 08, 2024

Machine Learning for Smarter Trading: 17 Companies You Should Know

Machine learning is transforming financial trading. We've rounded up 14 companies using it to make better trades and more money.

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New York, NY, USA
Fintech • Software • Financial Services
Provides middle-office operational support for trading desks, including trade-break resolution, reconciliations, corporate actions, locates, buy-ins, risk controls, and operational data integrity. Coordinates cross-functional projects, supports new strategies, and improves tools, workflows, dashboards, and controls. Requires broad understanding of the trade lifecycle across equities, futures, and options, strong analytical and communication skills, and experience with Excel and Bloomberg.
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Hybrid
New York, NY, USA
Fintech • Software • Financial Services
Build and scale production-grade AI/ML systems for quantitative research. Responsibilities include translating research prototypes into maintainable software, optimizing GPU training and inference pipelines, designing data-loading and batching infrastructure, extending research libraries for agentic workflows, and improving codebase quality, testing, and scalability. The role partners closely with machine learning researchers and requires strong Python engineering, GPU systems experience, and familiarity with modern ML frameworks and agent technologies.
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New York, NY, USA
Fintech • Software • Financial Services
Designs and maintains scalable distributed infrastructure across on-premise and public cloud environments. Evaluates emerging technologies and open-source tools, supports incident response and on-call operations, establishes platform engineering standards, and leads cross-functional initiatives from requirements through adoption. The role enables engineering and data science teams to operate research, simulation, and trading workloads efficiently and reliably.