About the job Our Team: At Sanofi, we leverage advanced technologies to accelerate R&D for patients and enhance patient safety throughout the entire research and development process. Join our Digital Toxicology team as a Postdoctoral Scientist specializing in Metabolomics for Drug Safety, and you'll be at the forefront of this exciting field. Your role will involve leading, developing, and applying innovative computational solutions to analyze and interpret metabolomic data, particularly from tissue mass-spectrometry imaging (tMSI). You'll work on understanding and predicting the safety of various therapeutic modalities, including proteins, antibodies, nanobodies, and synthetic molecules, through the lens of metabolomics. By leveraging advanced analytical techniques, machine learning, and mathematical models, you'll drive compound safety assessments and enhance decision-making in discovery and development projects. Your work will also involve integrating metabolomic data and other omics datasets with organ physiology models to build comprehensive quantitative systems toxicology (QST) models, providing crucial insights into compound modes of action and potential toxicities. At Sanofi, Digital Toxicology plays a pivotal role in supporting both investigative needs and critical decision-making throughout all phases of drug discovery and development. As part of the Translational Medicine Unit, you'll collaborate closely with experts in drug metabolism and pharmacokinetics (DMPK), investigative toxicology, pathology, and safety pharmacology as well as computational modelers. Your metabolomics expertise will be instrumental in bridging the gap between preclinical and clinical development, simulating translational tMSI safety biomarkers, and contributing to the overall safety assessment of potential therapeutics. Join us in this cutting-edge discipline and shape the future of drug safety through the power of metabolomics and computational toxicology. Main responsibilities: - Extract toxicological insights from tissue mass-spectrometry imaging (tMSI) data and develop strategies to integrate it with other omics data for mechanistic toxicity modeling. - Create analytical workflows for tMSI data to generate hypotheses on compounds' modes of toxicity and generate predictive models. - Collaborate with project teams in R&D and provide scientific domain expertise and contribute to preclinical/clinical safety assessment by analyzing and simulating safety biomarkers. - Build quantitative systems toxicology (QST) models by integrating tMSI data with compound exposures and organ physiology models to develop mechanistic understanding of toxicity. - Collaborate closely with the DMPK tMSI lab to drive innovative research. - Participate in external consortia and symposia to keep up with current industry trends and regulatory evolution in the systems toxicology field; represent Sanofi interests and maintaining high ethical and scientific standards. - Author external presentations and manuscripts to contribute to scientific advancement of the metabolomics/toxicology field and grow your scientific career. About you - Experience : Hands-on experience with omics analysis technologies, visualization tools, and mathematical modelling. Track record and demonstrated experience in developing and validating new scientific methodologies and strategies in the field of computational toxicology. Prior knowledge or experiences on metabolomics data analyses and toxicology is a plus. - Soft and technical skills : Excellent data mining, analysis, integration, interrogation, and interpretation skills are essential, and their applications to toxicology is critical. Proficiency in programming languages for data analyses and modelling such as Python, R, or MATLAB. Natural strengths in networking and communication are also beneficial. - Education : PhD in life sciences, computational toxicology, computational biology, applied mathematics or related fields in pharmaceutical drug discovery. Why choose us? - Discover the opportunity to establish new paradigms for toxicology at Sanofi and be an industry leader in the systems and translational toxicology space. - Be part of an active, highly innovative scientific organization, having diverse opportunities to collaborate globally and be highly recognized for successes. - Bring the miracles of science to life alongside a supportive, future-focused team. - Discover opportunities to grow your talent and drive your career, whether it's through a promotion or lateral move, at home or internationally. - Start your career at an attractive location based in Frankfurt/Germany and experience our modern working environment and benefit from hybrid, flexible working time models. "Using the power of Computational Toxicology, we are not just predicting drug safety-we are pioneering a future where innovative methodologies transform data into life-saving insights" Friedemann Schmidt, Head of Digital Toxicology Pursue Progress. Discover Extraordinary. 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. You can be one of those people. Chasing change, embracing new ideas and exploring all the opportunities we have to offer. Let's pursue progress. And let's discover extraordinary together. At Sanofi, we provide equal opportunities to all regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, or gender identity. Watch our ALL IN video (https://www.youtube.com/watch?vSkpDBZ-CJKw&t67s) and check out our Diversity Equity and Inclusion actions at sanofi.com (https://www.sanofi.com/en/our-responsibility/equality-and-inclusiveness) LI-Onsite Metabolomics DrugSafety QuantitativeSystemsToxicology ComputationalToxicology Sanofi (https://www.linkedin.com/feed/hashtag/?keywordssanofi&highlightedUpdateUrnsurn%3Ali%3Aactivity%3A7227338801126264833) SanofiCareers PursueProgress (https://www.linkedin.com/feed/hashtag/?keywordspursueprogress&highlightedUpdateUrnsurn%3Ali%3Aactivity%3A7209134303526436865) DiscoverExtraordinary WeAreSanofi (https://www.linkedin.com/feed/hashtag/?keywordswearesanofi) 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 (https://www.youtube.com/watch?vSkpDBZ-CJKw&t67s) and check out our Diversity Equity and Inclusion actions at sanofi.com (https://www.sanofi.com/en/our-responsibility/equality-and-inclusiveness) Sanofi is dedicated to supporting people through their health challenges. We are a global biopharmaceutical company focused on human health. We prevent illness with vaccines, provide innovative treatments to fight pain and ease suffering. We stand by the few who suffer from rare diseases and the millions with long-term chronic conditions. With more than 100,000 people in 100 countries, Sanofi is transforming scientific innovation into healthcare solutions around the globe. Discover more about us visiting www.sanofi.com or via our movie We are Sanofi (https://youtu.be/96EwNjb1TLo) As an organization, we change the practice of medicine; reinvent the way we work; and enable people to be their best versions in career and life. We are constantly moving and growing, making sure our people grow with us. Our working environment helps us build a dynamic and inclusive workplace operating on trust and respect and allows employees to live the life they want to live. All in for Diversity, Equity and Inclusion at Sanofi - YouTube (http://www.youtube.com/watch?vSkpDBZ-CJKw&t2s)