26 дней назад
Postdoctoral Fellow – AI, Biomedical Imaging & Statistical Genetics
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Postdoctoral Fellow – AI, Biomedical Imaging & Statistical Genetics (AI/biomedical imaging/statistical genetics): Developing and applying AI, image-analysis, and statistical-genetics methods to population-scale biomedical imaging, genomic, multi-omics, and clinical datasets with an accent on image segmentation, representation learning, and imaging-derived phenotypes. Focus on identifying biological mechanisms and therapeutic targets, developing reproducible computational workflows, and building imaging-based biomarkers for drug discovery and precision medicine.
Location: Reykjavík, Iceland
Company
deCODE genetics is a biotechnology research environment focused on human genetics, population-scale biomedical data, artificial intelligence, and drug discovery.
What you will do
- Conduct independent research at the intersection of biomedical image analysis, artificial intelligence, and statistical genetics.
- Develop and validate machine-learning methods for image segmentation, representation learning, and quantitative image-derived phenotypes.
- Analyze population-scale imaging, genomic, multi-omics, and longitudinal clinical datasets.
- Perform genetic association and statistical analyses to characterize imaging-derived phenotypes and identify potential therapeutic targets.
- Build robust, reproducible computational workflows using advanced CPU and GPU infrastructure.
- Collaborate with AI, human genetics, bioinformatics, clinical science, and therapeutic-discovery specialists; present and publish findings.
Requirements
- PhD completed before the start date in engineering, artificial intelligence, computer science, bioinformatics, mathematics, biostatistics, biomedical engineering, or a related quantitative discipline.
- Expertise in artificial intelligence, machine learning, biomedical image or signal processing, statistical genetics, biostatistics, or computational genomics.
- Proficiency in Python, R, C/C++, or similar programming languages.
- Strong scientific record with peer-reviewed publications and presentations.
- Ability to work independently and collaboratively in a multidisciplinary research environment.
- Strong written and verbal communication skills.
Nice to have
- Experience with large-scale biomedical imaging, human genetic, genomic, multi-omics, or other high-dimensional biomedical datasets.
- Experience with deep-learning frameworks, modern image-analysis methods, Linux, and high-performance or GPU computing.
Culture & Benefits
- Four-year postdoctoral fellowship within the Research & Development Postdoctoral Program.
- Mentorship from scientific leaders across multiple disciplines.
- Access to population-scale imaging resources, linked genomic and multi-omics data, longitudinal clinical information, and advanced computational infrastructure.
- Opportunities to publish research, present at scientific conferences, and develop academic, biotechnology, or pharmaceutical-industry skills.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →