AI Ethics and Bias Mitigation Expert
1 week ago
Company Overview:
The Department of Computer Science at the University of Copenhagen is a leading institution in Europe, known for its innovative research and teaching. Our department specializes in image processing, computer vision, and robotics, with research areas including medical image analysis and physics-based animation.
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.
Research Area:
- 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.
Responsibilities:
- Develop new MDD risk scoring algorithms to illustrate and address these challenges.
- Develop methods to estimate and mitigate bias in AI-driven mental health diagnostics.
- Collaborate with experts in mental health to ensure clinically relevant validation schemes.
Qualifications:
- 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.
Working Environment:
The Department of Computer Science at the University of Copenhagen is a dynamic and interdisciplinary research environment, offering opportunities for collaboration and knowledge sharing. We are committed to creating an inclusive workplace that values diversity and promotes equal opportunities.
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