AI/ML Engineer
Core
Design and build an AI agent system to manage complex, high-value transaction workflows for enterprise clients, specifically in commercial real estate.
Role type
Senior IC AI/ML Engineer (Agentic Systems)
Builds
End-to-end transaction workflow agents, tool integrations, and data pipelines for commercial real estate deals.
Domain
Commercial Real Estate / Financial Services / AI Engineering
Deliverable
production ML models | product features
Required skills
LLM-powered agent development, function calling, prompt engineering, Python, data pipeline construction, document parsing (PDF/DOCX), financial analytics (NPV, lease economics), NLP entity extraction.
Preferred skills
Commercial real estate domain knowledge, agentic engineering workflows.
Technologies
Python, LLM frameworks, document processing libraries, financial data sources.
Responsibilities
Implement per-stage agent capabilities for transaction workflows, build typed tools for agent interaction, construct and maintain data pipelines, encode human-in-the-loop approval gates, validate components against deal-scenario data, participate in architecture workshops.
Seniority
Senior, hands-on IC
