Banks are federations of specialized teams tied together by shared data, controls, and regulation.

Functional Layers

  • Front office: sales, trading, origination.
  • Middle office: risk, controls, limit monitoring.
  • Back office: settlement, reconciliation, confirmations.
  • Treasury and finance: funding, liquidity, ledger, reporting.

Engineering Implications

  • The same trade needs multiple validated views.
  • Golden-source reference data is non-negotiable.
  • Entitlements and audit trails must be first-class.
  • Workflow tooling is as important as analytics.

Regulatory/Control Themes

  • Data lineage and model governance.
  • Segregation of duties.
  • Exception management and break resolution.

References

Best Books to Read

  • The Banker’s Handbook — Wouter de Ploey et al.
  • International Banking — Robert Grosse, Luiz R. Mesquita
  • Risk Management in Banking — Joël Bessis

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