Postdoctoral Researcher

vor 2 Wochen

Oberschleißheim, Bayern, Deutschland Helmholtz Zentrum München Vollzeit
Postdoctoral Researcher - Deep Learning and Perturbation Models

We are seeking a highly motivated and talented Postdoctoral Researcher to join our team for a collaborative research project with Pfizer Inc. The project aims to enable target discovery and precision medicine through the application of scalable and interpretable deep learning and perturbation models.

Your Responsibilities
  • Curate, prepare, and analyze immune cell CRISPR data.
  • Integrate large-scale clinical omics data and metadata from public and private clinical studies.
  • Develop Deep Learning algorithms to compare human diseases and preclinical models.
  • Model both genetic and chemical perturbations in out-of-distribution conditions.
  • Mentor highly-motivated PhD students.
Requirements
  • Ph.D. in Computer Science, Bioinformatics, Computational Biology, or a related field with a focus on machine learning, deep learning, or artificial intelligence.
  • Strong background and research experience in developing, applying, and evaluating deep learning algorithms.
  • Proficiency in programming languages such as Python and experience with deep learning frameworks (e.g., TensorFlow, PyTorch).
  • Experience in analysing and integrating large-scale omics data (e.g., RNA-seq, bulk transcriptomics, single-cell data) and applying machine learning methods.
  • Familiarity with perturbation models, genetic perturbations, and compound data is a plus.
  • Good publication record and excellent communication skills.
  • Ability to work collaboratively in a multidisciplinary team.
About Us

Helmholtz Munich is a leading research center in the field of biomedical research. Our mission is to improve human health through innovative research and development. We are committed to promoting a culture of diversity and welcome applications from talented people regardless of gender, cultural background, nationality, ethnicity, sexual identity, physical abilities, religion or age.

We offer a dynamic and innovative work environment, excellent benefits, and opportunities for professional growth and development. If you are passionate about biomedical research and want to make a difference, we encourage you to apply for this exciting opportunity.

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