Biological Research Center

Post-doc

Postdoctoral Machine Learning Researcher for Nanopore Sequencing

마감2025.04.02~2025.05.31

채용 정보

  • 접수 기간

    2025.04.02 00:00~2025.05.31 12:00

  • 접수 방법

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  • 채용 구분

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  • 고용 형태

    계약직

  • 지원 자격

    박사

  • 모집 전공

    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

    해외(스페인)더보기

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

관련 키워드

Computer scienceProgrammingInformaticsEngineeringComputer engineeringBiological sciencesBiological engineering

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    Calle de Ramiro de Maeztu, 9, Moncloa - Aravaca, 28040 Madrid

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