Promotion - Foundation Models und Agentic AI für die industrielle Automatisierung
Core
Researching and deploying Foundation Models for industrial automation, focusing on latency, determinism, and safety in real production environments.
Role type
PhD Researcher (Foundation Models & Agentic AI)
Builds
Innovative adaptation, validation, and deployment methods for AI in manufacturing and cyber-physical systems.
Domain
Industrial Automation / Machine Learning
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, Python, C++, Functional Safety Standards (IEC 61508, ISO 13849), Model Optimization (Quantization, Pruning, Knowledge Distillation), Edge/Embedded Deployment
Preferred skills
SPS environments, Industrial Protocols (OPC UA, PROFINET, EtherCAT), Formal Verification
Responsibilities
Investigate usability of Foundation Models in industrial reality; Develop adaptation and deployment methods; Integrate models into manufacturing and cyber-physical systems; Ensure compliance with industrial safety standards; Extend Brownfield automation platforms.
Seniority
PhD Candidate