Cheminformatics Scientist
Givaudan · Cincinnati, OH · 5 days ago
On-siteAnalyst$80k/yrFull-time
Responsibilities
- Design and implement cheminformatics algorithms and workflows to accelerate flavor ingredient discovery across aroma and taste modalities.
- Develop, validate, and deploy predictive models using QSAR, machine learning, artificial intelligence, and 2D/3D computational approaches for small-molecule analysis and property prediction.
- Apply statistical, cheminformatics, and machine learning methods to improve hit identification and hit-to-lead processes.
- Collaborate with chemistry and research teams to integrate AI/ML and cheminformatics into DMTA workflows.
- Enhance databases and computational pipelines to support data-driven research.
- Develop computational tools, visualizations, and analytical programs for molecular data analysis.
- Communicate scientific insights across teams and support collaboration.
- Provide mentoring and promote best practices in data integrity, reproducibility, and FAIR data principles.
Requirements
- PhD or Master's degree in Cheminformatics, Computational Chemistry, Chemistry, or a related discipline.
- Expertise in structure-based drug design (SBDD), including docking, pharmacophore modeling, virtual screening, and molecular dynamics.
- 3+ years of experience with ligand-based modeling (QSAR, 2D/3D virtual screening) and protein modeling (e.g., homology modeling, protein-protein docking).
- Data science and statistical analysis skills, including exploratory data analysis and model validation.
- Advanced programming skills in Python or R, plus proficiency in an additional language, following coding best practices.
- Experience with cheminformatics tools (e.g., RDKit, OpenEye) and molecular analysis techniques such as library enumeration, similarity analysis, clustering, and dimensionality reduction.
- Industry familiarity with SQL/databases, analytics tools (KNIME, Spotfire, Shiny), and NLP/LLMs in scientific contexts; relevant industry experience.
Qualifications
- Fluency in English.
- Strong problem-solving and analytical skills.
- Ability to work independently and as part of a team.
- Excellent communication and presentation skills.
Skills
- Cheminformatics
- Machine Learning
- Artificial Intelligence
- QSAR
- Ligand-based modeling
- Protein modeling
- Python/R programming
- SQL/databases
- Analytics tools
- NLP/LLMs
Pay
The established salary range for this position is $80,000-120,000k, depending on individual qualifications and experience.
Schedule
Onsite (Givaudan facility)
Benefits
- Medical, dental, and vision coverage
- A high-matching 401(k) retirement plan