AI Solutions Architect (AI Operations & Analytics)

Role Overview We are looking for a pragmatic and results-driven AI Solutions Architect to lead the integration of Generative AI and advanced automation into our department’s workflows. Unlike a research-heavy role, this position focuses on the Application Layer : building high-impact tools for intelligent market analysis, automating complex decision-making processes, and architecting the roadmap for our AI evolution. You will be the bridge between cutting-edge LLM capabilities and practical business efficiency, starting as a key individual contributor with the potential to shape our future AI strategy. Key Responsibilities Intelligent Analysis Systems: Design and deploy RAG (Retrieval-Augmented Generation) frameworks to transform internal reports, market news, and unstructured data into actionable insights for the trading and risk teams. Workflow Automation: Develop AI Agents and autonomous workflows to streamline repetitive high-value tasks, moving from manual processes to "human-in-the-loop" automated systems. AI Application Development: Build and maintain the middleware/orchestration layer (using frameworks like LangChain or LlamaIndex) to connect LLMs with our internal databases and APIs. Model Optimization: Evaluate and implement fine-tuning strategies for open-source models (e.g., Llama 3, DeepSeek) when off-the-shelf APIs do not meet specific accuracy or privacy requirements. Strategic Roadmap: Develop a technical AI roadmap that identifies high-ROI opportunities within the department and outlines the transition from pilot projects to scalable production systems. Technical Qualifications Core AI Engineering: 3+ years of experience in AI application development with a strong focus on Large Language Models (LLMs) and Natural Language Processing (NLP) . The Orchestration Stack: Proficiency in Python and deep experience with orchestration frameworks such as LangChain, LlamaIndex, or Haystack . Automation Mastery: Proven track record of building Agentic Workflo…