Postdoctoral Researcher in AI/ML for Antimicrobial Drug Discovery

hace 1 mes


Barcelona, Barcelona, España Workfully A tiempo completo

About Workfully
Ersilia is a non-profit organization dedicated to developing open-source AI/ML tools for infectious disease research in the Global South. Our mission is to provide free services to researchers in resource-limited settings, primarily in Sub-Saharan Africa. We focus on speeding up drug discovery for diseases like malaria, tuberculosis, AMR, and schistosomiasis.

Job Description
We are seeking a motivated Postdoctoral Researcher with expertise in AI/ML, computational biology, or cheminformatics. The successful candidate will lead the development of AI/ML models for antimicrobial drug discovery, focusing on bioactivity prediction and generative modeling. The models and data will be publicly available and deployed through a unified web application framework, serving researchers globally, especially those with limited access to advanced computational resources.

Responsibilities
• Integrate large public databases for chemistry and biology data
• Develop and deploy AI/ML models for bioactivity prediction
• Apply generative modeling techniques to design new antimicrobial compounds
• Contribute to the maintenance of Ersilia's software infrastructure
• Write scientific papers documenting the results
• Collaborate with Ersilia's network, engaging in events such as conferences and training workshops

Requirements
• PhD qualification in a relevant field (AI/ML, computational biology, cheminformatics, bioinformatics, or related areas)
• Strong programming skills (Python required) and experience with AI/ML frameworks
• Familiarity with generative models or computational drug discovery is highly desirable
• Experience working with large datasets, especially in chemical and biological domains
• Passion for open-source science and solving global health challenges
• Excellent command of the English language and good writing skills



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