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Sina Majidian

6 months ago

PhD and Postdoc Positions in Machine Learning for Biologically Relevant Tasks at Chalmers University of Technology Chalmers University of Technology in Sweden

Degree Level

PhD, Postdoc

Field of study

Computer Science

Funding

The post indicates competitive salary and benefits for the open postdoc positions. The PhD positions are research positions within the lab; no stipend amount or tuition details are specified.

Deadline

Expired

Country flag

Country

Sweden

University

Chalmers University of Technology

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Keywords

Computer Science
Machine Learning
Biomedical Engineering
Deep Learning
Biology
Mathematics
Human Health
Statistics
Bioinformatic
Convolutional Neural Network

About this position

Chalmers University of Technology’s Data Science and AI Division is recruiting two PhD students in machine learning and is also advertising two open postdoc positions in Gothenburg, Sweden. The project is hosted in the CGR Lab / Computational Genomics Research Lab and focuses on developing new deep learning and language-model-style architectures for biologically relevant tasks, including methods and predictive models for DNA sequences and human health applications.

The research areas highlighted in the post include convolutional neural networks, transformers, and state-space models, with an emphasis on training models on biological sequence data. The lab notes that no background in biology is required, since domain knowledge will be learned along the way. The environment is described as international, collaborative, and English-speaking, with access to strong compute resources, mentoring, and training support.

Ideal applicants have a degree in a quantitative field such as computer science, mathematics, or engineering. The post also asks for programming proficiency, coursework in linear algebra, data structures, and algorithms, and prior experience with deep learning models such as CNNs, GNNs, or transformers. For the postdoc roles, the post mentions competitive salary and benefits.

To apply, send a CV and a letter of interest by email to the supervisor. Applications are reviewed immediately, so early contact is encouraged. This is a strong fit for candidates interested in machine learning, bioinformatics, computational genomics, and AI for biology and health.

Funding details

The post indicates competitive salary and benefits for the open postdoc positions. The PhD positions are research positions within the lab; no stipend amount or tuition details are specified.

What's required

Applicants should have a degree in a quantitative field such as computer science, mathematics, or engineering. Required preparation includes proficiency in a programming language, coursework in linear algebra, data structures, and algorithms, and experience with a deep learning model such as CNNs, GNNs, or transformers. The post notes that no background in biology is required, but willingness to learn domain knowledge is expected. Working language is English.

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Professors

Assistant Professor

University Name
Country flag

Sweden

Research Interests

Paleontology

Biological Anthropology

Bioinformatic

Computer Science

Biology