{"product_id":"financial-data-warehousing-lakehouse-architecture-designing-scalable-sql-first-systems-for-trading-fp-a-risk-and-real-time-analytics-9798278766254","title":"Financial Data Warehousing \u0026 Lakehouse Architecture: Designing Scalable SQL-First Systems for Trading, FP\u0026A, Risk, and Real-Time Analytics","description":"\u003cp\u003e • Author(s): Alice Schwartz | William Crestford\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eFinancial organizations do not suffer from a lack of data. They suffer from \u003cb\u003efragmented systems, inconsistent definitions, and architectures that fail under scale\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eFinancial Data Warehousing \u0026amp; Lakehouse Architecture\u003c\/i\u003e is a practical guide to designing SQL-first financial data platforms that remain coherent, auditable, and performant as complexity increases. It bridges the gap between classical data warehousing theory and modern lakehouse implementations, translating both into financial systems that support decision-making, risk management, and real-time analytics.\u003c\/p\u003e\u003cp\u003eThis book is written for professionals responsible for building and maintaining the data backbone of financial organizations. It focuses on architectural decisions that determine whether financial data becomes a strategic asset or a long-term liability.\u003c\/p\u003e\u003cb\u003eWhat this book covers\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eCore principles of financial data warehousing\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eStar, snowflake, and hybrid schemas for financial use cases\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesigning fact and dimension tables for markets, accounting, and planning\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLakehouse architectures and their role in modern finance stacks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBatch vs near-real-time pipelines for financial reporting and analytics\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEstablishing a single source of truth across FP\u0026amp;A, risk, and trading\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData governance, lineage, and auditability in financial systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCost, performance, and scalability tradeoffs in large financial platforms\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe book emphasizes \u003cb\u003eengine-agnostic design\u003c\/b\u003e, allowing readers to apply the concepts across Snowflake, BigQuery, Redshift, Delta Lake, Iceberg, and other modern data platforms without locking into vendor-specific implementations.\u003c\/p\u003e\u003cb\u003eWho this book is for\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eData architects and analytics engineers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eFinance and FP\u0026amp;A leaders designing enterprise reporting systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTrading and risk infrastructure professionals\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSenior analysts moving beyond spreadsheet-based workflows\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEngineering managers responsible for financial data platforms\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book assumes familiarity with SQL and financial data concepts. It is intended for readers who already understand how to query data and now need to understand \u003cb\u003ehow to design systems that scale, remain trustworthy, and support high-stakes financial decisions\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eFinancial Data Warehousing \u0026amp; Lakehouse Architecture\u003c\/i\u003e provides a structured framework for building financial data platforms that are resilient, transparent, and capable of supporting both historical analysis and real-time operational insight.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47593289023639,"sku":"9798278766254","price":3587.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798278766254.webp?v=1774981320","url":"https:\/\/atlanticbooks.com\/products\/financial-data-warehousing-lakehouse-architecture-designing-scalable-sql-first-systems-for-trading-fp-a-risk-and-real-time-analytics-9798278766254","provider":"Atlantic Books","version":"1.0","type":"link"}