Postdoctoral Researcher in Explainable AI

3 days ago


København Ø, Copenhagen, Denmark KU - SCIENCE - DATALOGISK INSTITUT - UP1 Full time

Job Description:

We are seeking a highly motivated Postdoctoral Researcher to join our cutting-edge project focused on enhancing the reliability of trustworthy AI methods in mental health risk prediction. The Postdoctoral Researcher will commence their duties on 1 August 2025 or as soon as possible hereafter.

Our Research:

  • This project, led by Melanie Ganz, aims to address critical challenges in the application of AI to mental health diagnostics, particularly in the context of major depressive disorder (MDD).
  • We aim to develop AI algorithms for MDD screening using diverse mental health datasets, ensuring ethical, transparent, and clinically informed implementation.

Your Responsibilities:

  1. Develop new MDD risk scoring algorithms to illustrate and address these challenges.
  2. Develop methods to estimate and mitigate bias in AI-driven mental health diagnostics.
  3. Collaborate with experts in mental health to ensure clinically relevant validation schemes.

Requirements:

  • You have a PhD in Computer Science, Data Science, Statistics, or a related field.
  • Strong background in AI, machine learning, and statistical modeling.
  • Excellent programming skills, especially practical experience with machine learning models in Python.

Benefits:

  • A competitive salary and benefits package.
  • The opportunity to work in a dynamic and interdisciplinary research environment.
  • The chance to make a meaningful impact on healthcare diagnostics.


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