Postdoctoral Researcher in Machine Learning and Data Science for Psychiatry
6 dagen geleden
We are seeking a highly skilled Postdoctoral Researcher to join our team at UMC Utrecht, specializing in Machine Learning and Data Science for Psychiatry. As a key member of our team, you will contribute to the development of innovative NLP solutions for mental health research.
Key Responsibilities- Develop and implement federated NLP pipelines for feature/entity extraction on the STRAD MD platform.
- Model dynamic interactions between patient properties, symptoms, and interventions using explainable approaches.
- Explore the combination of NLP and machine learning techniques in one optimization pipeline.
- Investigate the potential role of synthetic data in facilitating federated learning.
You will be part of the Psychiatry department at UMC Utrecht, a leading institution in data science and mental health research. Our team works closely with other mental health institutions and knowledge institutes to achieve national breakthroughs in data-driven research.
Requirements- PhD and/or postdoc experience in machine learning/data science.
- Experience with NLP techniques and working with NLP.
- Ability to work in an interdisciplinary team.
- Experience with research on medical topics is a plus.
- Familiarity with federated learning techniques is a significant advantage.
- Experience with explainable AI or network analysis is a plus.
- Postdoc position for 2 years.
- A competitive salary between €3,359 and €5,292 gross per month.
- Year-end bonus of 8.3% and holiday allowance of 8%.
- Pension insurance with ABP.
- Access to online courses through GoodHabitz.
- Option to select additional employment benefits in exchange for gross salary.
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