EMBL
Postdoc / Research Scientist Computational Precision Oncology(m/w/x)
Full-timeWith HomeofficeExperienced
Heidelberg
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EUEuropean Molecular Biology Laboratory
Postdoctoral Researcher in Computational Genetics(m/w/x)
Heidelberg
Full-timeWith Home Office
AI/ML
Data Science
Nejo AI Summary
Developing computational methods for rare variant effects in human traits and single-cell data. Experience with PyTorch, Keras, Pyro, or TensorFlow required. Monthly family allowances, generous stipend.
Requirements
- PhD or equivalent qualification in computer science, statistics, mathematics, physics, and/or engineering
- Degree in biological science with computational/statistical development experience
- Experience implementing statistical or machine learning
- Programming skills in Python
- Experience with PyTorch, Keras, Pyro or TensorFlow
- Motivation and dedication to lead scientific project
- Supportive, creative and responsible team member
- Expertise in biological data science and data-driven discovery
- Keen interest to engage with biology or medicine domain
- Excitement for the role despite past experience not aligning perfectly
Tasks
- Develop computational methods to investigate rare variant effects
- Apply computational methods to human traits
- Apply computational methods to single-cell readouts
- Apply developed methods in large cohort studies
- Extend DeepRVAT for non-coding variation
- Apply DeepRVAT to single-cell omics cohorts
- Integrate scRNA-seq with CRISPR perturbation datasets
Education
- Doctoral / PhD
Languages
- English – Business Fluent
Tools & Technologies
- Bayesian inference
- Deep-learning
- Python
- PyTorch
- Keras
- Pyro
- TensorFlow
Benefits
Additional Allowances
- Monthly family and child allowances
- Generous stipend
Retirement Plans
- Pension scheme
Other Benefits
- Death benefit
- On-site library
Flexible Working
- Flexible working arrangements
- Hybrid working patterns
Healthcare & Fitness
- Private medical insurance
More Vacation Days
- 30 days annual leave
Parking & Commuter Benefits
- Free shuttle bus
Free or Subsidized Food
- Subsidised on-site cafeteria
Informal Culture
- Casual dress code
Team Events
- Sports and social club activities
Childcare
- Kindergarten
- Holiday clubs on campus
Family Support
- 10 days child sick leave
Generous Parental Leave
- Paid maternity leave
- Paid parental leave
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of European Molecular Biology Laboratory and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Not a perfect match?
- European Molecular Biology Laboratory
Laboratory Officer (Bioinformatics / Computational Biology)(m/w/x)
Full-timeWith HomeofficeSeniorHeidelberg - National Center for Tumor Diseases and the German Cancer Research Center
Postdoctoral Scientist in Translational Bioinformatics and Pharmacogenomics(m/w/x)
Full-timeWith HomeofficeExperiencedHeidelberg - European Molecular Biology Laboratory
Research Software Engineer - Spatial-omics(m/w/x)
Full-timeWith HomeofficeExperiencedHeidelbergfrom 4,031.02 / month - European Molecular Biology Laboratory
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Full-timeWith HomeofficeSeniorHeidelbergfrom 3,704.83 / month
EUEuropean Molecular Biology Laboratory
Postdoctoral Researcher in Computational Genetics(m/w/x)
Heidelberg
Full-timeWith Home Office
AI/ML
Data Science
Nejo AI Summary
Developing computational methods for rare variant effects in human traits and single-cell data. Experience with PyTorch, Keras, Pyro, or TensorFlow required. Monthly family allowances, generous stipend.
Requirements
- PhD or equivalent qualification in computer science, statistics, mathematics, physics, and/or engineering
- Degree in biological science with computational/statistical development experience
- Experience implementing statistical or machine learning
- Programming skills in Python
- Experience with PyTorch, Keras, Pyro or TensorFlow
- Motivation and dedication to lead scientific project
- Supportive, creative and responsible team member
- Expertise in biological data science and data-driven discovery
- Keen interest to engage with biology or medicine domain
- Excitement for the role despite past experience not aligning perfectly
Tasks
- Develop computational methods to investigate rare variant effects
- Apply computational methods to human traits
- Apply computational methods to single-cell readouts
- Apply developed methods in large cohort studies
- Extend DeepRVAT for non-coding variation
- Apply DeepRVAT to single-cell omics cohorts
- Integrate scRNA-seq with CRISPR perturbation datasets
Education
- Doctoral / PhD
Languages
- English – Business Fluent
Tools & Technologies
- Bayesian inference
- Deep-learning
- Python
- PyTorch
- Keras
- Pyro
- TensorFlow
Benefits
Additional Allowances
- Monthly family and child allowances
- Generous stipend
Retirement Plans
- Pension scheme
Other Benefits
- Death benefit
- On-site library
Flexible Working
- Flexible working arrangements
- Hybrid working patterns
Healthcare & Fitness
- Private medical insurance
More Vacation Days
- 30 days annual leave
Parking & Commuter Benefits
- Free shuttle bus
Free or Subsidized Food
- Subsidised on-site cafeteria
Informal Culture
- Casual dress code
Team Events
- Sports and social club activities
Childcare
- Kindergarten
- Holiday clubs on campus
Family Support
- 10 days child sick leave
Generous Parental Leave
- Paid maternity leave
- Paid parental leave
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of European Molecular Biology Laboratory and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
European Molecular Biology Laboratory
Industry
Research
Description
The company is a world leader in scientific research and develops cutting-edge technologies for data management in biology.
Not a perfect match?
- EMBL
Postdoc / Research Scientist Computational Precision Oncology(m/w/x)
Full-timeWith HomeofficeExperiencedHeidelberg - European Molecular Biology Laboratory
Laboratory Officer (Bioinformatics / Computational Biology)(m/w/x)
Full-timeWith HomeofficeSeniorHeidelberg - National Center for Tumor Diseases and the German Cancer Research Center
Postdoctoral Scientist in Translational Bioinformatics and Pharmacogenomics(m/w/x)
Full-timeWith HomeofficeExperiencedHeidelberg - European Molecular Biology Laboratory
Research Software Engineer - Spatial-omics(m/w/x)
Full-timeWith HomeofficeExperiencedHeidelbergfrom 4,031.02 / month - European Molecular Biology Laboratory
Scientific writing, Communications and Project Officer(m/w/x)
Full-timeWith HomeofficeSeniorHeidelbergfrom 3,704.83 / month