Postdoctoral Researcher
vor 2 Wochen
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.
As a Postdoctoral Researcher, you will play a key role in developing and implementing innovative machine learning algorithms and computational methods to accelerate target discovery, inform precision medicine, and enable preclinical to clinical translation.
Your tasks
- 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.
Your profile
- 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.
Benefits
Helmholtz Munich is actively committed to diversity and inclusion in practice and is sustainably committed to equality.
The Diversity Charter has set itself the goal of promoting diversity in the world of work. By signing the charter, we commit ourselves to create an appreciative working environment for all employees.
If you fulfil all the requirements, you may be eligible for a salary grade of up to E 13. Social benefits are based on the Collective Wage Agreement for Public-Sector Employees (TVöD). The position has an (initial) fixed term of 2 years but may be extended under certain circumstances.
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. Qualified applicants with physical disabilities will be given preference.
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