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Lead Forward Deployed Engineer

Job in Mundelein, Lake County, Illinois, 60060, USA
Listing for: Madison-Davis, LLC
Full Time position
Listed on 2026-10-18
Job specializations:
  • Software Development
    AI Engineer (Applied/Software), Python
Job Description & How to Apply Below
Job Description

A global financial services organization is seeking a senior, hands-on Lead Forward Deployed Engineer to develop AI-enabled applications supporting brokerage, trading, and investment workflows.

The position combines Python software engineering, agentic AI development, and direct product and business collaboration. This individual will work closely with financial-market stakeholders to identify opportunities, quickly develop working prototypes, and deliver secure, scalable AI applications.

The successful candidate will bring strong engineering fundamentals, hands-on LLM development, and an understanding of financial markets.

Responsibilities

  • Design and implement LLM-enabled applications and intelligent agents.
  • Develop production-quality Python applications, integrations, and APIs.
  • Partner directly with trading, investment, and product stakeholders to identify valuable AI use cases.
  • Rapidly prototype solutions, gather feedback, and improve application functionality.
  • Build agentic workflows that support business activities and appropriate approval processes.
  • Collaborate with infrastructure and engineering teams to deploy reliable production applications.
  • Incorporate security, compliance, governance, and auditability into AI solutions.
  • Contribute to technical decisions and ongoing adoption of AI capabilities.

Role Requirements

  • 10+ years of combined relevant investment, quantitative, software, or AI engineering experience.
  • Strong hands-on Python engineering.
  • Experience delivering LLM-enabled applications and AI agents.
  • RAG, embeddings, agentic workflows, prompt engineering, and API integration.
  • Direct experience working with trading desks, portfolio managers, or investment researchers.
  • Knowledge of brokerage, trading, or investment workflows.
  • Fluency in at least one financial asset class.
  • Cloud infrastructure and modern engineering practices.
  • Experience delivering secure technology within regulated environments.
  • Excellent stakeholder communication and ability to translate business needs into software.

Nice to Have

  • Claude / Anthropic and GCP experience.
  • Lang Chain, Lang Graph, Llama Index, MCP, and vector databases.
  • Desk strategy or quantitative technology background.
  • Experience with internal AI assistants or document intelligence.
  • CFA, FRM, or comparable financial-market credentials.

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