Postdoctoral Fellow in Bayesian Inference

6 days ago


Manchester, United Kingdom The International Society for Bayesian Analysis Full time
About the Role

We are seeking a highly skilled researcher to join our team as a Postdoctoral Fellow in Bayesian Inference at the University of Manchester, UK.

The primary responsibility of this role will be to develop novel algorithms and methods for probabilistic machine learning, particularly in areas such as Bayesian inference, reinforcement learning, and experimental design.

The successful candidate will be part of the new Manchester Centre for AI Fundamentals, which operates within the ELLIS Unit Manchester and collaborates with the Alan Turing Institute.

The estimated salary for this position is around £38,000-£45,000 per annum, depending on experience. Benefits include access to cutting-edge research facilities, opportunities for professional development, and a dynamic work environment.

Key areas of research include:

  1. Bayesian inference
  2. Reinforcement learning and inverse reinforcement learning
  3. Automatic experimental design
  4. Multi-agent learning
  5. Bayesian deep learning
  6. Amortized inference
  7. Human-in-the-loop learning
  8. User modelling
  9. Collaborative AI
  10. Privacy-preserving learning
  11. Likelihood-free inference


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