Postdoctoral in Machine Learning for Organic Synthesis: INSA Rouen Normandie and LITIS are seeking a Postdoctoral Researcher specializing in machine learning applications in organic synthesis. This position offers a unique opportunity to contribute to innovative research aimed at optimizing chemical reactions.
Postdoctoral Researcher in Machine Learning for Organic Synthesis
Designation
Postdoctoral Researcher
Research Area
Machine Learning for Organic Synthesis
Location
INSA Rouen Normandie, Madrillet Campus, near Rouen, France
Eligibility/Qualification
- PhD in Machine Learning, Data Science, or a related discipline
- Strong publication record in machine learning
- Excellent programming skills (Python, ML frameworks)
- Experience or strong interest in chemistry-informed machine learning (preferred)
- Good command of scientific English
- Ability to work in an interdisciplinary environment
Job Description
The role focuses on developing machine learning and deep learning models for reaction optimization in organic synthesis. Key objectives include:
- Analyzing classical machine learning models to identify relevant predictive features
- Designing geometric deep learning methods using Graph Neural Networks (GNNs) for molecular modeling
- Incorporating quantum-level information into graph-based representations
Applications will address fundamental problems in organic chemistry such as:
- Regioselectivity
- Reaction yield optimization
- Minimization of by-products
- Prediction of diastereoisomeric and/or enantiomeric ratios
The project will be executed at the LITIS Laboratory (Apprentissage team) in collaboration with Institut CARMeN (UMR 6064).
How to Apply
Interested candidates should submit the following documents:
- Cover letter
- Detailed CV
- Summary of past research and main publications
- Full texts of key publications
- Contact details of two referees
Applications should be sent via email to:
- benoit.gauzere@insa-rouen.fr
- gilles.gasso@insa-rouen.fr
- drh-recrutement@insa-rouen.fr
Last Date to Apply
Mid-October 2025
INSA Rouen Normandie is an equal opportunity employer. All qualified candidates are encouraged to apply, including those with disabilities.
