Sr Sci Cheminformatics

Johnson & Johnson

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profile Job Location:

Antwerp - Belgium

profile Monthly Salary: Not Disclosed
Posted on: Yesterday
Vacancies: 1 Vacancy

Job Summary

At Johnson & Johnsonwe believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented treated and curedwhere treatments are smarter and less invasive andsolutions are our expertise in Innovative Medicine and MedTech we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow and profoundly impact health for more at .

As guided by Our Credo Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson we respect the diversity and dignity of our employees and recognize their merit.

Job Function:

Data Analytics & Computational Sciences

Job Sub Function:

Data Science

Job Category:

Scientific/Technology

All Job Posting Locations:

Beerse Antwerp Belgium

Job 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 Analysis

Required Experience:

Senior IC

At Johnson & Johnsonwe believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented treated and curedwhere treatments are smarter and less invasive andsolutions are our expertise in Innovative Medicine and MedTech we are unique...
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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

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