ETH Zürich
Postdoctoral Researcher Positions Focused On The Use of Advanced Ai Techniques Such As Reinforcement Learning and Large Language Models for Complex System Optimi-zation
Job Description
**Postdoctoral researcher positions focused on the use of advanced AI techniques such as reinforcement learning and large language models for complex system optimi-zation**:
**80%-100%, fixed-term**:
**Job description**:
**Track A - RL / Optimization**
- Design, implement and evaluate RL frameworks for complex, high‑dimensional environments, leveraging simulation‑based optimization and digital‑twin testbeds
- Explore multi‑agent or distributed training techniques to scale optimization across interacting subsystems
- Collaborate with domain scientists to translate algorithms into prototype decision‑support tools
**Track B - LLM / Knowledge‑Engineering**
- Develop and fine‑tune LLM pipelines that integrate structured reasoning tools (e.g. retrieval‑augmented generation, knowledge graphs, constraint parsers)
- Build workflows for transparent explanation and evaluation of model decisions
- Maintain and contribute to open‑source libraries that support reproduci...
**80%-100%, fixed-term**:
**Job description**:
**Track A - RL / Optimization**
- Design, implement and evaluate RL frameworks for complex, high‑dimensional environments, leveraging simulation‑based optimization and digital‑twin testbeds
- Explore multi‑agent or distributed training techniques to scale optimization across interacting subsystems
- Collaborate with domain scientists to translate algorithms into prototype decision‑support tools
**Track B - LLM / Knowledge‑Engineering**
- Develop and fine‑tune LLM pipelines that integrate structured reasoning tools (e.g. retrieval‑augmented generation, knowledge graphs, constraint parsers)
- Build workflows for transparent explanation and evaluation of model decisions
- Maintain and contribute to open‑source libraries that support reproduci...