Aktuelle Jobs im Zusammenhang mit Cheminformatics Scientist - Schweiz - dsm-firmenich

  • Cheminformatics Specialist

    vor 4 Wochen

    Schweiz DSM Vollzeit

    Unlock the Power of CheminformaticsAt DSM, we're pushing the boundaries of innovation in the field of cheminformatics. We're seeking a highly skilled and motivated Cheminformatics Scientist to join our team and contribute to the development of cutting-edge AI/Ml algorithms and models.About the RoleThis is an exciting opportunity to work on projects that...

Cheminformatics Scientist

vor 1 Monat

Schweiz dsm-firmenich Vollzeit
About the Role

We are seeking a highly skilled Cheminformatics Scientist to join our team at dsm-firmenich. As a key member of our ingredient modeling team, you will play a crucial role in developing and leveraging AI/ML algorithms and models to innovate our internal ingredient discovery processes.

Key Responsibilities
  • Develop and implement cheminformatics algorithms and models to support and innovate dsm-firmenich's new ingredient discovery process.
  • Utilize Python and its most common libraries (e.g., NumPy, SciPy, pandas, scikit-learn) to build and optimize machine learning models.
  • Apply neural network architectures, including graph neural networks, to solve complex ingredient modeling problems.
  • Deploy and manage machine learning workflows on Azure cloud infrastructure.
  • Collaborate with cross-functional teams to translate scientific requirements into scalable and user-friendly modeling tools.
  • Stay abreast of the latest advancements in cheminformatics, machine learning, and neural networks, and apply this knowledge to drive innovation within the team.
Requirements
  • Ph.D. in Cheminformatics, Computational Chemistry, Computer Science, or a related field.
  • 2-3 years of additional academic or industrial work experience in cheminformatics and computational chemistry, ideally applied to fragrance and taste domains, or drug discovery.
  • Strong proficiency in Python and its data science libraries (NumPy, SciPy, pandas, scikit-learn etc.).
  • Strong proficiency in state-of-the-art cheminformatics toolkits such as RDKit.
  • Strong understanding of machine learning algorithms and techniques.
  • Experience with (graph) neural networks.
  • Hands-on experience with Azure cloud services is a plus.
  • Excellent problem-solving skills and the ability to work independently and collaboratively.
  • Strong communication skills and the ability to convey complex concepts to non-experts.
About dsm-firmenich

dsm-firmenich is a Swiss-Dutch company, listed on the Euronext Amsterdam, with operations in almost 60 countries and revenues of more than €12 billion. With a diverse, worldwide team of nearly 30,000 employees, we bring progress to lifeTM every day, everywhere, for billions of people.