Postdoc in Health Data Science (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Postdoc in Health Data Science (AI): Building and deploying population-scale foundation models for electronic health records with an accent on multimodal data integration and disease trajectory modeling. Focus on integrating genetics and omics data to improve model interpretability and enabling causal analyses.
Location: Based in Milan, Italy. Relocation support is available.
Salary: €40,000–€43,000 per year
Company
is a rapidly expanding life science institute in Milan where international researchers and cutting-edge technologies converge to accelerate biomedical discovery.
What you will do
- Develop and deploy population-scale foundation models for electronic health records using real-world patient data.
- Build AI systems to model disease trajectories, predict healthcare outcomes, and estimate costs.
- Integrate multimodal data, including genetics and omics, to enhance model interpretability.
- Perform causal and counterfactual analysis to enable "what-if" healthcare scenarios.
- Publish research in leading journals and collaborate with international scientific partners.
Requirements
- PhD in machine learning, computational biology, statistical genetics, biostatistics, or a related quantitative field.
- Strong publication record in leading biomedical journals or machine learning conferences.
- Proficiency in Python and experience with HPC or cloud computing environments.
- Must be based in or able to relocate to Milan, Italy.
Nice to have
- Experience with large-scale health data and biobanks (e.g., UK Biobank, All of Us).
- Familiarity with deep learning frameworks such as PyTorch or TensorFlow.
- Proven contributions to international consortia in machine learning or human genetics.
Culture & Benefits
- Access to world-unique longitudinal health records and multi-omics profiling data.
- Integration into the Scientific AI flagship on Multimodal AI Across Scales.
- Opportunities for exchange periods with partners like the Broad Institute and EMBL-EBI.
- Relocation support and attractive tax benefits for researchers moving to Italy.
- Flexible working policies, parental support, and a focus on work-life balance.
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