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Data Architect

1 month ago

Hellerup, Gentofte Kommune, Denmark Region Hovedstadens Psykiatri Full time
About the Role

We are seeking a highly skilled Data Architect to join our team at the Copenhagen Research Centre for Biological and Precision Psychiatry. As a Data Architect, you will play a crucial role in establishing Data Analytics Platforms for machine learning on large-scale complex multimodal data to advance PRECISION PSYCHIATRY.

About the Project

The PRECISION PSYCHIATRY project aims to discover novel ground-breaking insights into mental disorders, identify clinical state markers and biomarkers for stratification of mental disorders and disease trajectories, as well as identify modifiable factors with prevention potential. The multivariate understanding of objective markers with clinical relevance is also needed for the clinician to get precise prediction estimates and to identify protective factors for mental disorders.

About the Team

You will be part of an internationally leading cross-disciplinary team working towards data-driven improvements of the current treatment of mental disorders. Our team consists of researchers from different educational backgrounds, including bioinformaticians, statisticians, doctors, geneticists, project nurses, etc.

About the Position

The offered position is a 1-year to 3-year data architect/manager at the Copenhagen Research Centre for Biological and Precision Psychiatry. The position combines a strong level of technical knowledge within AI, data management and data analysis, as well as scientific interest in the clinical implementation. The position falls within a collaborative multi-disciplinary project that will involve other positions, including computer scientists, bioinformaticians, medical doctors and statisticians.

Requirements
  • A master's degree or higher in a relevant field, such as Statistics, Bioinformatics, or related fields.
  • Experience with big data management and data processing techniques, mainly Python.
  • Proven research expertise in data preparation and visualization and model deployment.
  • Scientific interest for the understanding and explainability of AI model predictions, to ensure a clinical implementation by providing a funded trust in the results to clinicians.
  • Strong communication and collaboration skills within a dynamic multi-disciplinary workspace.
  • A profound interest in our vision of improving the current treatments of mental disorders.
Preferred Qualifications
  • Previous experience with Azure ML or cloud computing systems.
  • Experience with developing secure online analytical platforms to be used in the clinical test center.
  • Strong knowledge in machine learning, deep learning and statistics.
  • Understanding of NLP (Natural Language Processing) & transformers, and/or image processing, for the unstructured data.
  • Image processing experience of brain scans or similar within the medical field.