Wissenschaftlicher Mitarbeiter / Wissenschaftliche Mitarbeiter...
Core
Researching and developing new AI/ML algorithms, specifically causal machine learning, to improve data-driven decision-making in domains like medicine, sustainability, and business.
Role type
Research-focused PhD candidate (Postdoc/Research Associate)
Builds
Production ML models and research publications
Domain
Artificial Intelligence / Machine Learning / Causal Inference
Deliverable
production ML models
Required skills
Causal machine learning, Reinforcement learning, Probabilistic ML, Uncertainty quantification, Statistical modeling, Algorithm development
Preferred skills
Application of AI/ML to decision-making, Human-AI collaboration, Cross-disciplinary research
Technologies
Python, R, TensorFlow, PyTorch, Bayesian methods
Responsibilities
Develop and implement new AI/ML algorithms, Publish in top-tier conferences and journals, Supervise student theses, Collaborate with international partners
