Biology Data Scientist

WhiteLab Genomics est une société dynamique, en pleine croissance et engagée pour accélérer la découverte et le développement des thérapies génomiques grâce à l’intelligence artificielle en aidant nos partenaires à guérir davantage de maladies à un coût abordable.

Ils développent et ils opèrent une plateforme d’intelligence artificielle unique afin d’accélérer le développement des thérapies génomiques, basées sur l’ADN et/ou l’ARN, une nouvelle génération de traitements adressant un large panel de pathologies allant des maladies neurodégénératives jusqu’aux cancers. Les approches d’IA associées à de grands jeux de données multi-omiques permettent de découvrir de nouvelles thérapies et d’en simuler les effets pour optimiser leur design.

We are looking for highly skilled and collaborative individuals who are naturally curious, have a passion for learning and solving complex problems with a “can-do” mindset.

ABOUT THE ROLE

• Design and run new models for Whitelab Genomics’ projects.

• Contribute to the development of new features and applications of WhiteLab Genomics’ gene and cell therapy platform.

• Work on various scientific projects for gene therapies.

• Help in the development and knowledge extraction from several databases.

• Develop scRNAseq pipelines.

• Build Machine Learning tools to face biology issues and work on biological data pipelines.

• Collaborate closely with cross-functional teams

ABOUT YOU

equired skills

• MSc 1+ years of relevant experience in Data Science, Structural biology, Genomics, Physics, or Chemistry

• Great experience with sc RNAseq

• Experience in Machine learning

• Proficient use of Python and bash and the standard machine learning libraries (TensorFlow, PyTorch, etc.)

• Strong experience in scientific communication, excellent writing, and presentation skill

• Excellent communication skills, with the ability to effectively convey complex concepts to a non-technical audience

• Strong cross-discipline collaborative ability

• Fluent in English

Nice to have

• PhD in relevant fields

• Experience in Graph Machine Learning

• Experience with generative models (GANs, diffusion, etc)

• Docker, deployment pipelines, and software development skills

• Comfortable in French

WhiteLab Genomics is an Equal Employment Opportunity employer. Qualified applicants will receive consideration for employment without regard to race, colour, religion or belief, sex, sexual orientation, gender perception or identity, national origin, age, marital status, disability status or any other basis under applicable law.