Wissenschaftliche/r Mitarbeiter/in (m/w/d)
Core
Researching approaches to decompose and orchestrate design processes in construction, developing AI methods for automatic building design, and creating models to capture design intent and decisions.
Role type
Research scientist (AI for sustainable construction)
Builds
Autonomous agentic AI systems, demonstrators for validating concepts, and production ML models for automatic design.
Domain
Construction / Architecture / Artificial Intelligence
Deliverable
production ML models
Required skills
Machine Learning / Deep Learning, Large Language Models (LLMs), Agentic Systems, Python, Graph Neural Networks (GNN), Reinforcement Learning from Human Feedback (RLHF), Model Context Protocol (MCP), Skills-based AI, Architectural design process knowledge, Building engineering knowledge
Preferred skills
Experience with autonomous agent systems, experience with architectural design workflows, interest in sustainable construction
Technologies
Python, GNN, RLHF, MCP, LLMs
Responsibilities
Research design decomposition and orchestration in construction, develop AI methods for automatic building design, build autonomous agentic AI systems, integrate existing sub-models for automatic design, validate methods in real-world scenarios, write research reports and publications
Seniority
Junior to Mid-level Researcher (PhD track)
