Postdoctoral Scholar, AI/ML for drug metabolite prediction and LC-MS analytical chemistry

Tasks

• Apply models for LC MS structure elucidation
• Collaborate with drug discovery experts on multidisciplinary projects
• Communicate research findings
• Curate and create biochemical and analytical datasets using public and internal data
• Deploy and apply models in industrial setting
• Develop AI and ML models for metabolite prediction
• Develop explainable AI methods
• Implement uncertainty estimation and active learning
• Predict pharmacokinetics and PK PD properties
• Train and benchmark deep learning methods
• Write peer-reviewed publications

Perks/Benefits

• Annual bonus
• Bereavement leave
• Caregiver leave
• Health insurance
• Parental leave
• Vacation days
• Volunteer leave
• Well-being reimbursement

Skills/Tech-stack

Active Learning | Cheminformatics | Conformal Learning | Data Science | Deep learning | Explainable AI | Liquid Chromatography | Machine Learning | Mass Spectrometry | Python | Uncertainty Estimation