Biological Research Center
Postdoctoral Machine Learning Researcher for Nanopore Sequencing
마감2025.04.02~2025.05.31
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접수 기간
2025.04.02 00:00~2025.05.31 12:00
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제어계측공학, 정보・통신공학, 전자공학, 전산학・컴퓨터공학, 전기공학, 의공학, 응용소프트웨어공학, 광학공학, 공학계열, 생명과학, 생물학, 동물・수의학, 축산학, 작물・원예학, 식품가공학, 농업학, 수산학, 산림・원예학, 농림수산환경생태학, 농림수산바이오시스템공학, 생명공학, 한약학, 약학더보기
기관 유형
대학교
근무 지역
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A postdoctoral position is available in Dr. Ruth Pérez’s group at the Centro de Investigaciones
Biológicas Margarita Salas, CSIC (Madrid, Spain) (https://cib.csic.es/members/ruth-perez-fernandez).
The CIB Margarita Salas, part of the Spanish National Research Council (CSIC), is a leading
multidisciplinary research institute in Madrid, Spain. Internationally recognized for its excellence in
molecular biology, biomedicine, and biotechnology, it fosters cutting-edge science and innovation at
the interface of biology and health.
We seek a PostdoctoralMachine Learning Researcher to join the ERC Chem2Sense project. The
role focuses on adapting nanopore sequencing basecallers for nucleotide modification detection using
incremental learning and anomaly detection techniques.
Key Responsibilities:
• Develop, implement, and optimize machine learning models for nanopore sequencing basecallers.
• Apply signal processing techniques to improve nucleotide modification detection.
• Contribute to an innovative approach combining hybrid and modular nucleic acid derivatives.
• Collaborate with wet lab researchers to validate computational predictions.
• Contribution to the writing of scientific publications and reports.
Requirements:
• Strong background in signal processing.
• Extensive knowledge in the development of robust, scalable machine-learning models for research
applications
• Experience in computational biology and nanopore sequencing data (preferred).
Qualifications:
• PhD in Computer Science, Engineering, Bioinformatics, Computational Biology, or a related field.
• Hands-on experience with deep learning frameworks (e.g., TensorFlow, PyTorch).
• Proficiency in Python, R, and familiarity with scientific computing libraries.
• High-level English communication skills.
•Strong problem-solving skills and ability to work in a collaborative research environment.
What We Offer:
• Competitive salary according to individual qualifications/experience.
• Opportunity to work on cutting-edge research in nanopore sequencing.
• A collaborative and interdisciplinary work environment.
• Mentorship leading to potential professional opportunities.
• Prospects for building a professional network and participating in academic events.
How to Apply:
Please submit your CV and a brief cover letter to ruth.perez@csic.es. Applications will be reviewed
on a rolling basis.
근무 예정지
대표Biological Research Center(해외) : Calle de Ramiro de Maeztu, 9, Moncloa - Aravaca, 28040 Madrid
해외(스페인) : Spain, Center for Biological Research Margarita Salas -CSIC, Madrid, 28040, Madrid
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기관 정보
Biological Research Center
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Calle de Ramiro de Maeztu, 9, Moncloa - Aravaca, 28040 Madrid
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