AI Analyst
Core
Identify, design, implement, and scale high-value AI applications to improve the fundamental equity investment process, research quality, and decision-making speed.
Role type
Senior IC AI Analyst (Buy-side Equity)
Builds
AI-enabled research workflows, LLM applications, retrieval-augmented generation systems, document intelligence tools, and internal knowledge systems for equity analysts.
Domain
Alternative Investment / Fundamental Equity Research / AI Implementation
Deliverable
production ML models
Required skills
Buy-side fundamental equity research experience, Modern AI system implementation, Large language models (LLMs), Retrieval-augmented generation (RAG), Document processing, Structured-data extraction, AI model evaluation, Technical requirements translation, Responsible AI governance
Preferred skills
Python, SQL, APIs, Data platforms, AI-development frameworks, Enterprise knowledge-management tools, Financial data pipelines, Model monitoring
Technologies
LLMs, RAG, Vector search, AI agents, Document intelligence, Cloud infrastructure
Responsibilities
Translate equity research needs into AI use cases and technical solutions; Partner with portfolio managers to improve research workflows; Evaluate and implement AI tools for document analysis and data extraction; Assess AI models for accuracy, security, and scalability; Develop frameworks to benchmark AI outputs and manage hallucination risk; Collaborate with engineers to build deployable tools and data pipelines; Establish standards for responsible AI use and data governance.
Seniority
Senior, hands-on IC
