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Head of AI Architecture and Strategy

Madison-Davis, LLC

Job Description

A leading investment management organization is seeking an experienced Head of AI Architecture & Strategy to lead the architecture of its shared AI technology platform and contribute to its long-term technical direction.

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This is a senior, hands-on position combining enterprise AI architecture, platform engineering, and technical leadership. The successful candidate will develop scalable, secure, reusable AI infrastructure supporting research, investment, and internal business teams.

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Responsibilities

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  • Own the architecture of shared AI services, including model gateways, inference, agent runtimes, orchestration, and retrieval.
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  • Guide the engineering of AI platform capabilities, agent frameworks, MCP integrations, APIs, and reusable developer tools.
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  • Establish architectural standards, design patterns, and implementation guidelines.
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  • Evaluate AI technologies and contribute to platform strategy and roadmap development.
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  • Provide hands-on technical architecture, prototyping, engineering reviews, and implementation guidance.
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  • Ensure production platforms incorporate appropriate security, access controls, observability, evaluation, and reliability.
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  • Lead and mentor technical engineering teams while promoting adoption of shared platform capabilities.
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  • Work closely with software engineering, research, investment, infrastructure, cybersecurity, and technology leadership.
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Role Requirements

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  • 10+ years of relevant engineering experience with senior technical leadership responsibilities.
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  • Deep hands-on architecture experience involving complex enterprise or shared platforms.
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  • Strong knowledge of LLMs, AI agents, RAG, model serving, and enterprise AI systems.
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  • Strong Python software development expertise.
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  • Experience with distributed systems, APIs, Kubernetes, containerization, and cloud or hybrid infrastructure.
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  • Proven engineering leadership and ownership of production technology platforms.
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  • Understanding of platform security, access management, reliability, and observability.
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  • Strong technical judgment, architecture decision-making, and stakeholder communication.
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  • Bachelor's degree in a related technical discipline or equivalent practical experience.
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  • Ability to work onsite in Midtown Manhattan four days per week.
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Nice to Have

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  • Investment management, hedge fund, quantitative trading, or financial-services experience.
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  • Experience building enterprise AI or internal developer platforms.
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  • Agent frameworks, MCP, AI evaluation, and LLMOps/MLOps experience.
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  • GPU-backed infrastructure or inference optimization experience.
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  • Vendor or platform cost management and an advanced technical degree.
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Vacancy posted 2 days ago
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