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    AI Data Scientist - London, United Kingdom - Dewpoint Therapeutics

    Dewpoint Therapeutics
    Dewpoint Therapeutics London, United Kingdom

    3 weeks ago

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    Description
    Job Description Dewpoint Therapeutics translates condensate biology into much-needed medicines.

    Biomolecular condensates are transforming our understanding of biology, and our highly collaborative team is at the forefront of efforts to harness this shift for drug discovery.

    Together, we are leveraging this transformation in understanding of cellular biology to discover and advance breakthrough therapies for the toughest diseases.

    We are searching for a (Senior) ML/AI Data Scientist with strong experience in deep learning and AI to develop and productionize innovative models that enhance and accelerate our drug discovery and clinical translation efforts.

    The core focus of the data scientist role is on building and applying cutting-edge ML and AI models that optimize analysis of wet lab experiments and make predictions that guide future experiments.

    The role is part of a team of data scientists and engineers working on models spanning the end-to-end R&D process and multiple data modalities, including imaging, omics, chemical structure, and medical record data.

    Success in the role will require hands-on experience developing and refining deep learning models in a relevant domain or data type, a pragmatic 'test and learn' mindset, and the ability to collaborate effectively with biologists and chemists to tailor analysis to specific scientific contexts.

    In building models that transform Dewpoint's drug discovery process you will be helping transform lives by contributing to the discovery of revolutionary new therapies.

    The role is within our Data Science and Engineering group, reports to the Head of Data Science and Engineering, and can be based in Boston's Seaport district, in London, or in Dresden.

    Dewpoint offers competitive salaries and great benefits.

    Working with biology, chemistry, and clinical subject matter experts to translate research questions into appropriate data science methods
    Developing, testing, and iterating data science solutions, including of advanced methods (such as deep learning models, transformers, weak- and self-supervision, fine-tuning of foundation models, generative methods etc.)
    Collaborating with colleagues in a team setting to productionize effective methods into reproduceable and scalable pipelines while ensuring high software engineering standards
    Owning delivery of data science workstreams end-to-end, potentially including the mentoring and coaching of junior colleagues
    Continually learning and growing as a data scientist, keeping up to date with the latest developments in methods
    Contributing to building technical capabilities and standards across the organization

    Master's degree or doctorate in an appropriate field, such as data science, computer science, applied statistics, mathematics, or equivalent
    Experience applying machine learning models in an appropriate biological domain or equivalent data context, such as on imaging or chemical structure data
    Experience building, refining, or applying deep learning models, such as fine-tuning foundation models for predictive tasks or embedding generation
    Strong experience writing code in Python, and with appropriate deep learning packages such as PyTorch, TensorFlow
    Experience developing, debugging, and applying deep learning models in the cloud using GPUs, ideally on AWS
    Experience in generative methods, particularly in the field of structural (small molecule) chemistry
    Experience with best practice software engineering practices, such as reusability, modularity, testability etc.
    Experience working in parallel / scalable languages such as Spark or Dask
    Experience working with knowledge graphs and graph neural networks

    Candidates will not be discriminated against because of age, race, creed, color, religion, sex, sexual orientation, national origin, disability, marital status, or any other basis prohibited by federal, state, or local law.

    Please, no solicitations by agencies.
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