Data Scientist developing machine learning algorithms and solving modeling challenges at a data analytics firm situated in Bengaluru, India. Collaborating with teams to provide data - driven solutions.
About the role
- Data Scientist role at Novo Nordisk focused on AI/ML and biologics design. Involves developing computational solutions for drug discovery targeting chronic diseases like obesity.
Responsibilities
- Development, validation, and implementation of innovative computational methods and workflows that enable high quality design of peptides, proteins, antibodies, and other complex biologics
- Contributing to the development of our internal modelling and design platforms and relevant computational infrastructure
- Evaluating, onboarding and optimising external tools for our use cases
- Work collaboratively with your colleagues to develop machine learning models that can be used to optimise biologics candidates
- Supporting modelling scientists within the DCD area to build and apply tailored workflows for research projects
Requirements
- PhD (or equivalent) in Computational Biology, Bioinformatics, Structural Biology, Protein Engineering, Machine Learning, or related field; or Master’s degree with 3+ years of relevant industrial experience.
- Demonstrated track-record developing computational methods for proteins/biologics (e.g. protein/antibody design, property prediction, structure based design, developability assessments), evidenced by publications, preprints, patents, open-source libraries, or project outcomes
- Strong experience in ML and deep learning method development and Python programming, applied to biological problems
- Good understanding of protein sequence, structure, function, possibly in relation to therapeutics discovery and design
- Experience with protein design and data-driven ML optimisation is a plus
- Experience in usage of HPC and cloud solutions (AWS, Azure, or similar)
- Good interpersonal skills: communication, group work, goal-oriented
Benefits
- Opportunities to learn and develop
- Health insurance
- Global healthcare company culture
Job title
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