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    Scientific Data Transformation Lead - Waltham, United States - Sanofi Group

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    Description
    Our mRNA Research Data Continuum Ambition


    With its long-standing expertise in developing and commercializing vaccines and other innovative medicines on a global scale, Sanofi has created a Center of Excellence (CoE) to accelerate innovation in the mRNA space.


    At Sanofi, we believe that Data Analytics and Artificial intelligence (AI) can transform how we discover, develop, and deliver therapies.

    To achieve this vision, we need to establish a common data continuum ecosystem across diverse teams, including Research & Biomarkers (R&B), Process Development & Industrialization, Analytical Sciences, Clinical, Manufacturing, and various internal/external sites.

    To achieve this vision, mRNA CoE is looking for data scientists who will be embedded in labs and will work closely with the scientists in the mRNA Sciences, Delivery, Chemistry, Discovery Biology and Biomarker teams.


    In this role you will:

    Lead by example:
    Foster a culture of collaboration and data ownership among scientists and engineers.

    Break down silos:
    Design and implement data pipelines to seamlessly connect diverse data sources.

    Champion data hygiene:
    Drive the adoption of best practices for data quality and integrity.

    Enable data access:
    Streamline data access and retrieval processes for all stakeholders.

    Build bridges:

    Collaborate effectively within groups Research and Biomarkers and with counterparts in PD&I, Analytical Sciences, Data and Computational Science (DCS) departments.

    Key responsibilities

    Towards Integrated workflows & Data collection


    Work hands-on with R&B Scientists & technicians in specific sites to upgrade current data operations and practices to build impactful ways of working.

    Work hands-on with R&B users to build automated data workflows where not available (new technologies) and trouble shoot workflows where necessary


    In association with data continuum and digital team ensure proper functioning of data collection process, integration, software and Internet applications.

    Design, develop, and modify data infrastructure and templates to help scientist accelerate the processes of data analysis and reporting.


    Organize appropriate data collection and raw data processing methods at various users/experimental read outs across R&B teams leading to harmonized data management and utilization.

    Develop and maintain data ingestion methods for benchling including legacy and current data. Deploy simplification and or automation tools

    Towards Data management & Continuum

    Create and implement digital tracking of test articles and study status for screening of novel LNPs – Inventory of registered samples and studies

    Support R&B scientists to organize and ingest unstructured data.


    Collaborate with Data Science to maintain data management plans for all critical data related to test articles at R&B – Dashboards, meta data etc.

    Ensure scientists at R&B have visibility and access to dashboards and meta data

    Assess system performance and make recommendations for hardware, software, and data storage improvements for R&B


    Knowledge & Skills:
    Ph.
    D.

    in Bioinformatics, Data Science or related field with at least 1 year of industry or post-doctorlal experience OR Master's degree plus 3 years.

    Hands on basic IT environment and script programming for automated tools in data acquisition, integration, cleaning, and data management.

    Experience of programing with C#, C++, R or Python. (Thorough understanding of management and data administration duties such as collection, analysis, and distribution

    In-depth understanding of modern database and information technologies and ability to organize large volumes of data

    Ability to develop tools to interface with electronic lab notebook Benchling/iLab

    Ability to develop, evaluate, and implement workflows for technology, optimize and standardized existing techniques and workflows with respect to experimental HT mRNA generation process workflow including DNA & IVT-RNA production, LNP formulation and in vitro/in vivo screening is desired


    Understanding of nucleic acids DNA/RNA analytical performance assessment tools: PCR, Cloning/plasmid generation and design, Quality control on DNA/RNA (capillary electrophoresis, UV quantification, Sanger sequencing, NGS...) is desired.

    Understanding of mRNA formulation and LNP characterization (particle sizing, mRNA encapsulation efficiency).

    Experience with Data mining, database, functional analysis, machine learning algorithm, dashboarding and data visualization is desirable.

    Function in highly collaborative, cross functional team (EU/US) emphasize with networking.

    Open to work and to share information across different groups, as well as identify key needs.

    Sanofi Inc. and its U.S. affiliates are Equal Opportunity and Affirmative Action employers committed to a culturally diverse workforce.

    All qualified applicants will receive consideration for employment without regard to race; color; creed; religion; national origin; age; ancestry; nationality; marital, domestic partnership or civil union status; sex, gender, gender identity or expression; affectional or sexual orientation; disability; veteran or military status or liability for military status; domestic violence victim status; atypical cellular or blood trait; genetic information (including the refusal to submit to genetic testing) or any other characteristic protected by law.

    Pursue progress, discover extraordinary

    Better is out there. Better medications, better outcomes, better science.

    But progress doesn't happen without people – people from different backgrounds, in different locations, doing different roles, all united by one thing:
    a desire to make miracles happen. So, let's be those people.


    At Sanofi, we provide equal opportunities to all regardless of race, colour, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, ability or gender identity.

    Watch our ALL IN video ) and check out our Diversity Equity and Inclusion actions at )


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