Postdoc: AI Modeling of Cellular Dynamics

Karolinska Institutet; Solna kommun; On-site; SEK 535,680 - 669,600; Full time

Benefits offered by this job

Creative and inspiring work environment

Collaboration with leading experts

Health care provider relationships for groundbreaking research

Job summary

Karolinska Institutet is seeking a postdoctoral researcher for the Alpha Cell program in Solna. The role focuses on developing AI models to understand cellular dynamics, emphasizing scalable neural network architectures.

Applicants should have a PhD in relevant fields, strong programming skills in Python, and the ability to work in an interdisciplinary environment. The position offers method development independence and fosters collaboration across diverse disciplines within a leading medical university.

Qualifications

• PhD in a field such as physics, systems biology, applied mathematics, or machine learning.
• Strong programming skills, particularly in Python and experience with ML frameworks.
• Experience with complex or high-dimensional systems.
• Familiarity with biological data like imaging and proteomics.

Responsibilities

• Develop next-generation AI models of cellular dynamics.
• Integrate spatial imaging data with molecular measurements.
• Implement methods for large-scale molecular imaging and modeling.

Skills

Strong programming skills (e.g. Python)

Experience with modern ML frameworks

Ability to conduct independent research

Experience with complex or high-dimensional systems

Proficiency in written and spoken English

Experience with physics-informed machine learning

Experience with dynamical systems

Background in multiscale modeling

Education

PhD in related fields

Job description

Karolinska Institutet is seeking a postdoctoral researcher for the Alpha Cell program in Solna. The role focuses on developing AI models to understand cellular dynamics, emphasizing scalable neural network architectures.

Applicants should have a PhD in relevant fields, strong programming skills in Python, and the ability to work in an interdisciplinary environment. The position offers method development independence and fosters collaboration across diverse disciplines within a leading medical university.