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Macro Hive

Macro Hive (BGC Group) is a leading independent provider of global macro strategy. We combine best-in-class human and artificial intelligence to provide institutional investors with market-leading investment opportunities.Our experts leverage large language models, such as those that power chatbots like ChatGPT, to develop innovative, data-driven solutions to complex financial problems and to build state-of-the-art models in search of alpha signals across asset classes. AI Platform Engineer — Agent Infrastructure & Product APIs Mission: Turn agents, quant models and data into reliable products and workflows. Owns:

  • Agent runtime infrastructure
  • APIs between data, models and user interfaces
  • Authentication, permissions, logging and monitoring
  • Model/tool orchestration
  • Usage, cost and error tracking
  • Review queues and audit trails
  • Internal tools for market dailies, consensus summaries and sales-ready content Must have:
  • Strong Python backend engineering
  • API design, ideally FastAPI or similar
  • LLM API / model endpoint integration
  • Cloud deployment experience
  • Observability, logging and production reliability
  • Enough front-end ability to support internal tools

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