Machine learning postdoc positions in my team in Helsinki, Finland, and Manchester, UK; DL Sept[...]

The International Society for Bayesian Analysis; Helsinki; On-site; EUR 40,000 - 60,000; Full time

Job summary

A leading research organization in Helsinki seeks a Postdoc in Machine Learning to develop innovative methods and principles in the field. The ideal candidate should possess a strong background in machine learning and relevant research experience. This position offers opportunities to work on interdisciplinary projects with various collaborators. Interested applicants should contact the designated persons for further details.

Qualifications

• Strong background in machine learning is required.
• Research experience in machine learning is expected.

Responsibilities

• Develop new machine learning methods.
• Study machine learning principles.
• Collaborate with multidisciplinary teams.

Skills

Probabilistic modelling

Bayesian inference

Machine learning

Education

PhD in a relevant field

Job description

Machine Learning Postdoc Positions

Thinking about the next position for your research career? I am hiring postdocs in my machine learning research group both in Helsinki, Finland and Manchester, UK.

We develop new machine learning methods and study machine learning principles. Keywords include: probabilistic modelling, Bayesian inference, simulation-based inference, multi-agent RL and collaborative AI, sequential decision making and experimental design, active learning, human-in-the-loop learning and user modelling, privacy-preserving learning, Bayesian deep learning, generative models.

We also solve problems of other fields with the methods – and use those problems as test benches when developing the methods. We have excellent collaborators in drug design, synthetic biology and biodesign, personalized medicine, cognitive science and human-computer interaction.

Responsibilities and qualifications are not explicitly listed, but applicants are expected to have a strong background in machine learning and research experience. If you are interested in the position, please contact Samuel Kaski for more details.

Contact: Samuel Kaski, Professor, Aalto University and University of Manchester. For more information, please Cc Fang Wang (Helsinki: [e-mail]) or Ian Evans (Manchester: [e-mail]).

Note: The application deadline is September 15, 2024.