You will lead the development of computational frameworks integrating multi-OMICs data with optical measurements to combat antimicrobial resistance. Focused on proteomics and genomics, you will design deep learning models to accelerate diagnostics from days to minutes. This role bridges the gap between fundamental research and real-world industrial and clinical applications.
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Deep Learning Scientist — OMICs & AMR at Well-funded deep tech startup
Join a pioneering fundamental research division dedicated to solving the global antimicrobial resistance crisis. As a Deep Learning Scientist, you will design sophisticated AI models to integrate multi-OMICs data with optical measurements, shrinking diagnostic times from days to minutes. Supported by a global AI science initiative and backed by top-tier VCs, this role offers the unique chance to work at the frontier of biophotonics and genomics in a flexible, innovation-driven environment in Paris.
Overview
Role overview
Company
About the company
Well-funded deep tech startup
Responsibilities
What you will do
- Develop and implement deep learning models such as transformers and graph neural networks for multi-OMICs integration.
- Design processing pipelines for mass spectrometry-based proteomics data including feature extraction and normalization.
- Collaborate with cross-functional teams of microbiologists and physicists to ensure biological interpretability of AI models.
Candidate profile
Who this is a fit for
- Strong expertise in deep learning architectures including self-supervised models and graph neural networks.
- Extensive experience processing and integrating proteomics data and mass spectrometry datasets.
- Proficiency in Python and PyTorch with a commitment to reproducible coding practices and scientific rigor.
What makes it remarkable
Why this role is remarkable
- Contribute to a high-impact mission addressing global health challenges like antimicrobial resistance using cutting-edge biophotonics.
- Work within a fundamental research division supported by one of the world's leading global AI science initiatives.
- Join an innovative, fast-growing startup backed by top-tier VCs that offers high autonomy and flexible work arrangements.
Jack & Jill
How Jack & Jill work together
Meet Jack
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How does this work?
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If it's a match and the company wants to meet you, they'll make the intro. In the meantime, if you'd like, Jack will send you excellent alternatives.