AI/ML Postdoc: Rare-Disease Digital Twins

Earlham Institute; Norwich; Presencial; GBP 39.000 - 47.000; Jornada completa

Descripción de la vacante

The Earlham Institute in Norwich, UK invites applications for an AI/ML Postdoctoral Research Scientist to advance GenAI/ML methods within a Chan Zuckerberg Initiative-funded collaboration on rare-disease Digital Twins.

You will develop models for biological representation learning, multi-omics imputation and perturbation-response prediction, and contribute to hybrid mechanistic-AI modelling alongside a cross-disciplinary team.

Formación

• Excellent Python and modern deep-learning skills.
• Experience developing AI/ML methods in research settings.
• Background in AI/ML, computer science or quantitative disciplines.

Responsabilidades

• Develop models for biological representation learning, multi-omics imputation and perturbation-response prediction.
• Develop hybrid mechanistic-AI modelling connecting learned representations to executable models.
• Collaborate across interdisciplinary team and wider rare-disease modelling community.

Conocimientos

Python

Deep learning

AI/ML methods

Descripción del empleo

The Earlham Institute in Norwich, UK invites applications for an AI/ML Postdoctoral Research Scientist to advance GenAI/ML methods within a Chan Zuckerberg Initiative-funded collaboration on rare-disease Digital Twins.

You will develop models for biological representation learning, multi-omics imputation and perturbation-response prediction, and contribute to hybrid mechanistic-AI modelling alongside a cross-disciplinary team.