The Trade Behind the Code

The Trade Behind the Code

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You can write the code. Do you know what the code is for? Most freshers and early-career engineers who join a bank hear words like booking, affirmation, clearing and settlement break and nod along. This book explains them in plain English, then shows you what to check when a trade goes wrong. The Trade Behind the Code follows one purchase of 100,000 shares from order to reconciliation. The same numbers appear in every chapter, so you can check every calculation yourself. What you will learn The full trade lifecycle, from order to settlement and reconciliation What each connected system is responsible for How to follow business events and identifiers across systems How equities, bonds, FX, derivatives and other products differ in practice How to investigate common production problems, with a first-check list How to design safer processing and recovery How to prepare for capital-markets technology interviews How to plan your first 90 days on a new team What is inside Foundations: the big picture, the running trade, and reference data The trade lifecycle: pre-trade, execution, booking, confirmation, clearing, settlement, positions and risk, regulatory reporting Asset classes: equities, fixed income, FX, listed and OTC derivatives, ETFs, commodities, repo and securities lending, structured products Engineering reality: architecture, production pain points, UI/UX for trading and operations, trade-offs, safe delivery Case studies, interviews and career: worked incidents, an interview handbook, and a 90-day plan Appendices: glossary, one-page cheat sheets, sample events, incident and testing checklists, and sources Who it is for Computer-science students preparing for campus placements Interns and recent graduates joining a bank or fintech team Early-career developers targeting investment-banking technology roles Developers moving into capital markets Working engineers who need to understand trading and post-trade systems

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Published
31 October 2026
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