AI Algorithm Engineer
Core
Design and implement advanced algorithmic workflows and data digestion pipelines that convert unstructured real estate data (PDFs, drawings) into structured context for conversational AI agents.
Role type
Senior IC AI Algorithm Engineer (LLM workflows & data pipelines)
Builds
Data ingestion pipelines, conversational AI agent experiences, and evaluation infrastructure for real estate organizations.
Domain
Real Estate Technology / Applied AI
Deliverable
production ML models | product features
Required skills
Python, classical NLP, computer vision, unsupervised learning, graph theory, LLM digestion (RAG, context engineering), evaluation framework design, multi-stage pipeline architecture
Preferred skills
TypeScript, vector databases, agent orchestration frameworks (e.g., LangChain), production deployment with monitoring
Technologies
Python, TypeScript, LLMs, vector databases
Responsibilities
Architect workflows turning raw unstructured data into structured context; combine classical algorithms with LLM-centric workflows; develop agentic workflows for customer interaction; design evaluation suites and regression tests; refine workflows based on usage and failure analysis.
Seniority
Senior, hands-on IC