AI Strategy Analyst
Core
Drive real adoption and measurable impact of AI/ML tools across Macro & Fixed Income investment workflows by implementing custom AI solutions, managing data pipelines, and training portfolio managers.
Role type
AI Strategy Analyst (Hands-on IC)
Builds
Production AI workflows, custom prompt libraries, vectorized document stores, and automated research tools for PMs.
Domain
Financial Services (Macro & Fixed Income) + Applied AI/LLMs
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, ML frameworks (PyTorch, TensorFlow, HuggingFace), LLM APIs (OpenAI, Anthropic), NLP (embeddings, RAG, prompt engineering), data pipelines (SQL, cloud storage, APIs), data manipulation (pandas, numpy)
Preferred skills
PhD or Master's in quantitative/technical discipline, experience with financial markets (macro/fixed income), open-source contributions
Technologies
SchonAI, Claude, Bloomberg, Citi Velocity, DTCC, vector databases
Responsibilities
Own end-to-end implementation of AI tools from scoping to production deployment; Build and refine custom prompts and automated workflows for investment processes; Develop and maintain custom datasources (vectorised document stores, research embeddings); Design and deliver training programmes for PMs and analysts; Map and catalogue DMFI's data landscape for AI accessibility; Act as primary interface between DMFI and central AI/Technology team; Ensure compliance and governance for AI-derived analytics
Seniority
Mid-level (3-5 years post-university), hands-on IC with growth potential