Postdoctoral Researcher in Machine Learning and Data Science for Psychiatry

6 dagen geleden


Utrecht, Utrecht, Nederland UMC Utrecht Voltijd
About the Role

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.
About the Team

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.
What We Offer
  • 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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