Generative AI Scientist

About

Innovate in molecular design as a generative AI scientist. Utilize advanced machine learning and cheminformatics to develop AI models capable of optimizing small-molecule properties and synthesis pathways. The role requires deep expertise in AI and computational chemistry, targeting the creation of next-generation models.

You'll design and implement state-of-the-art generative AI pipelines and develop property-guided molecular models to optimize desired characteristics. Collaborate with chemists and scientists to integrate in-silico predictions into practical research workflows.

Responsibilities

• Design generative AI pipelines for small-molecule candidates
• Develop property-guided models for molecular optimization
• Build ML models predicting properties from chemical structures
• Analyze molecular datasets with cheminformatics techniques
• Deploy advanced architectures like Transformers and GNNs

Requirements

• PhD or equivalent in relevant technical field
• Strong understanding of AI/ML in molecular modeling
• Experience in building generative AI models
• Proficient in Python programming
• Familiarity with ML libraries such as PyTorch and RDKit

Drive research forward by merging AI with cheminformatics to optimize molecular designs and enhance experimental workflows effectively.