Postdoctoral Researcher - Cheminformatics Dels & ai F - m H/F Servier
- Saclay - 91
- CDI
- Industrie Pharmaceutique • Biotechn. • Chimie
- Exp. 3 à 5 ans
Détail du poste
Come and experience our commitment, and help us bring it to life #MovedByYou
We are seeking a Postdoctoral Researcher to drive innovation in hit discovery by leveraging modern lead-finding approaches and artificial intelligence. The mission is to discover new chemical matter by developing automated workflows for DNA-encoded library (DEL) analysis, training advanced AI models, and virtually screening ultra-large chemical libraries to identify novel entry points for drug discovery programs.
Main Responsibilities
- Workflow Development: Produce and implement robust, automated computational workflows for the comprehensive analysis of DNA-encoded library screening data.
- Database Management: Manage the formatting, structuring, and organization of the DEL screening database, ensuring data quality and readiness for AI exploitation.
- AI Model Training: Design, train, and optimize machine learning and deep learning models utilizing complex DEL datasets to predict molecular properties and activity.
- Ultra-Large Library Screening: Deploy trained AI models to virtually screen ultra-large chemical libraries of billions of compounds to identify novel chemical entry points.
- Cheminformatic Analysis: Perform large-scale screening data analysis to build SAR models and guide hit-to-lead processes.
- Data Stewardship: Manage the curation of DEL screening results to foster FAIR data principles.
- Cross-Functional Collaboration: Partner with interdisciplinary teams across R&D to advance computational tools for hit discovery.
Required Skills and Experience
- Educational Background: PhD degree in Chemoinformatics, Computational Chemistry, Data Science, Bioinformatics, or a closely related computational discipline.
- Programming: Advanced proficiency in Python.
- Cheminformatics: Expertise in toolkits such as RDKit and DNA-encoded library (DEL) informatics.
- Artificial Intelligence: Applied experience in Machine Learning and Deep Learning frameworks.
- Cloud and Tools: Strong expertise in GitHub and experience with Google Cloud Platform (GCP).
- Soft Skills: Scientific acumen, boldness, creativity, and the ability to work effectively in project mode within interdisciplinary teams.
- Communication: Excellent written and oral communication skills in English.
We are committed to equal opportunity and the development of talent in all its diversity. We value experience as much as the desire to commit daily to being useful to therapeutic progress for the benefit of patients. If you recognize yourself in this offer and these few lines, take this opportunity to meet us.
Les avantages
- Salaire sur 13 mois (en CDI)
- Participation (en CDI)
- Intéressement (en CDI)
- Mutuelle d’entreprise et dispositif d’épargne salariale (en CDI)
- Télétravail
- Horaires variables (39h)
- RTT
- Restaurant d’entreprise
- Comité d’Entreprise
Les étapes de recrutement
Les étapes de recrutement peuvent varier selon l'offre à laquelle vous postulez.
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Planification et Validation des besoins en recrutement
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Entretiens des Candidats
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Prise de références et Soumission d’une offre
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Suivi après embauche
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Onboarding
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Publiée le 30/10/2026 - Réf : 13079-fr_FR
