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Job Function:
Data Analytics & Computational SciencesJob Sub Function:
Data ScienceJob Category:
Scientific/TechnologyAll Job Posting Locations:
Beerse Antwerp BelgiumJob Description:
We are seeking a passionate and dedicatedSenior Scientist Cheminformatics to join our cutting-edge drug discovery team. This position offers an exciting opportunity to build and advance state-of-the-art informatics capabilities working closely with medicinal chemists and multidisciplinary project teams. If you have a strong foundation in cheminformatics a passion for coding and a keen interest in drug discovery we want to hear from you!
Key Responsibilities
Advance drug discovery projects by implementing industry-leading cheminformatics data science and machine learning approaches thereby strengthening data-driven decision-making
Implement ML models to support the execution of sequential screening
Integrate and mine internal and external heterogenous data sources in support of pre-portfolio projects especially target-agnostic phenotypic screens
Build user-friendly GUIs and dashboards to facilitate data exploration and presentation
Design build and optimize informatics workflows working closely together with our IT team to go all the way from ideation to production
Collaborate with cross-functional teams to translate data insights into actionable decisions in drug discovery
Stay up to date with the latest developments in cheminformatics machine learning and computational chemistry
Required Skills
PhD in Computational Chemistry Cheminformatics Bioinformatics or a related field
Solid knowledge of organic and/or medicinal chemistry
Good understanding of structure- and ligand-based SAR analysis
Knowledge of small molecule descriptors fingerprints and related cheminformatics concepts
Hands-on experience with mining public data sources such as ChEMBL Uniprot ProteinAtlas and GeneOntology
First-hand experience with state-of-the-art cheminformatics techniques e.g. FWA MMP enumeration and generative tools (CrEM ReInvent)
Excellent coding skills (preferably python)
Experience with cheminformatics software and libraries (e.g. RDKit OpenEye toolkits)
Familiarity with high-performance computing (HPC) environments and cloud computing platforms
Enthusiasm for drug discovery and working within multi-disciplinary project teams
Strong problem-solving skills and ability to work independently and collaboratively
Preferred Skills
Proficiency in front-end technologies and visualization techniques preferably with previous experience in the development of visualization tools to enable drug discovery
Experience with machine learning applications in molecular design (sequence models generative models property prediction)
Familiarity with agentic systems and their application to pharmaceutical research
Experience in software engineering and CI/CD
Familiarity with molecular modeling software (Schroedinger MOE Cresset) and end-user design tools (e.g. LiveDesign)
Required Skills:
Preferred Skills:
Advanced Analytics Business Intelligence (BI) Coaching Collaborating Critical Thinking Data Analysis Database Management Data Privacy Standards Data Reporting Data Savvy Data Science Data Visualization Econometric Models Process Improvements Technical Credibility Technologically Savvy Workflow AnalysisRequired Experience:
Senior IC
About Johnson & Johnson A t Johnson & Johnson, we believe good health is the foundation of vibrant lives, thriving communities and forward progress. That’s why for more than 130 years, we have aimed to keep people well at every age and every stage of life. Today, as the world’s larges ... View more