mRNA Senior Data Scientist, Computational Biology
Marcy-l'Étoile, 法国沃尔瑟姆, 麻薩諸塞州 Permanent 发布日期 Nov. 18, 2024
Le contenu du poste est libellé en anglais car il nécessite de nombreuses interactions avec nos filiales à l’international, l'anglais étant la langue de travail.
This job offer is accessible to all, regardless of gender.
Job title: mRNA Computational Biology, Senior Data Scientist
- Location: Marcy l'Etoile (FR) or Waltham (US)
In the race for the future of health – The Sanofi mRNA Center of Excellence (CoE)
At Sanofi, we chase the miracles of science, and we know mRNA has a role to play in the future of health. And while the pandemic has shaken up our industry, creating new opportunities and risks, we believe the acceleration of innovation with mRNA technology means vaccines and treatments for more people faster than before.
That’s why we’re looking for bold, optimistic world-changers to join our mRNA Center of Excellence. We’re investing €400m a year into the new Center, hiring a team of 450 dedicated employees, and focusing on implementing an integrated end-to-end mRNA vaccine capabilities and research with R&D, digital and CMC teams.
Watch our Jobinar’s replay (https://sanofi12.jobinar.com/) to discover more about the ongoing work at our Center of Excellence.
Bring your ambition and optimism and join us on our journey to discover and deliver transformative medicine to patients through the advancement of our cutting-edge mRNA technology!
About The Job
The Data and Computational Sciences team brings end-to-end data integration and advanced analytics (pre-clinical, biomarkers, process development, CMC, clinical) to the mRNA Center of Excellence. We are responsible for developing, deploying and exploiting digital solutions (AI/machine learning, data, analytics) to integrate the full data value chain, extracting actionable information for a move to a full data driven strategy and decision-making process, to increase probability of success and accelerate mRNA vaccines and therapeutics development and launch.
Main responsibilities:
As a mRNA Computational Biologist you will collaborate with scientific and technical experts within the mRNA Center of Excellence, bringing practical knowledge and experience in applying bioinformatics, statistical and computational methods to preclinical and translational research data to identify predictive biomarkers, characterize mechanism of action and develop predictive models for mRNA vaccines and therapeutics.
In this position, you will:
- Design, develop and validate robust solutions and pipelines leveraging bioinformatics, statistical models, multivariate analysis etc. for both preclinical and translational data
- Explore and analyze complex, multi-modal data to understand mode of action, identify predictive biomarkers and to drive mRNA vaccine research and development
- Develop and evaluate predictive models using a range of machine learning methods to biological problems, with an emphasis on predicting clinical outcomes from preclinical studies
- Perform exploratory data analysis, hypothesis generation and validation through data integration, advanced analytics, and visualization of mRNA vaccine design parameters, high dimensional immunological, multi-omics and pre-clinical and clinical data (e.g. immunogenicity, reactogenicity)
- Bring broad knowledge and expertise in statistics, data science, machine learning and modeling to project and mRNA platform teams
- Proactively identify, assess, and internalize emerging technologies and methods
- Prepare and publish scientific papers and congress reports
- Generate IP and participate in the drafting of patent filings
About You
- PhD in Biostatistics, Bioinformatics, Data and Computer Sciences, Systems Immunology, Computational Biology or equivalent
- In depth theoretical and practical understanding of statistical analysis, multi-variate analysis, clustering & dimension reduction approaches, regression methods, and other machine learning techniques
- Demonstrated experience delivering solutions based on machine learning, bioinformatic & statistical methods relevant to the large scale analysis of complex healthcare and life sciences data
- Proficient in scientific programming languages (R and/or Python)
- Strong combination of theoretical knowledge, analytical and critical thinking, and creative problem-solving skills
- Highly collaborative mindset & passionate communicator who is able to clearly and effectively articulate progress & complex solutions to scientific researchers and stakeholders
- Understanding of vaccine discovery and development processes is a plus, as well as familiarity with RNA biology and RNA-centric techniques/methods
- Fluent in English
About your development opportunities
In this role, you will be part of a unique team bridging the gap between preclinical research and clinical outcomes and directly contribute to the understanding and advancement of Sanofi’s mRNA platform for the treatment and prevention of disease. You’ll be faced with interesting challenges in a supportive atmosphere, and you’ll have the opportunity to hone your skills and expertise as a computational biologist delivering impactful and actionable solutions to the organization.
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, disability, or gender identity.
Watch our ALL IN video and check out our Diversity Equity and Inclusion actions at sanofi.com!
#mRNA
追寻 发展。探索 菲凡。
进步需要我们每个人的参与——不论其背景、地域、或职业,我们都有一个共同的愿望:创造奇迹。你也可以成为其中的一员。我们不断追求变革,拥抱新思想,探索我们所能提供的一切机会。让我们一起追求进步。共同发现非凡。
在赛诺菲,不分种族、肤色、血统、宗教、性别、国籍、性取向、年龄、公民身份、婚姻状况、残疾或性别认同,我们为所有人提供平等的机会。
观看 “在赛诺菲的一天” ,并在官网 (sanofi.com) 上查看赛诺菲的多元化、公平与包容倡议!
在法国的职位
我们在法国拥有20,000名员工,分布在28处办公地点。他们肩负着相同的使命:将药物和疫苗带给最需要的人。从入职第一天起,您就能参与重要项目,找到职业发展的航向。无论您是研究员还是市场营销人员,我们都将为您提供相应的工具、资源和支持,帮助您不断追求进步。发展您的个人能力,携手具有包容性的团队,一起改变全球数百万人的生活。
体验可能性
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我们的办公地点
我们的员工遍布60多个国家/地区。他们勠力同心,携手共创医疗健康领域的美好未来。无论您在哪里工作,我们的专家都会指导您推动职业发展,您也将能够运用先进的科学技术,取得意义非凡的重大突破。
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勇敢追梦,奔赴美好未来
想要改变自己的生活,乃至改变全球数百万人的生活,该怎么做?加入我们,开启职业新篇章,然后在我们的保驾护航中展翅高飞,并向优秀的人求教,为这份事业做出切实的贡献。
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您和我们相互依存,共同成长
我们精心打造薪酬体系,为您的身心健康、财务健康与社交健康提供全面保障。我们有着海纳百川的包容性团队文化,无论您在哪个岗位,都能展翅高飞。
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心怀梦想,成就一番事业
我们希望您以饱满的热情投入到自己的工作岗位中,给全球数百万人带来美好生活。您的职业发展道路由您自己来掌控。您只管制定目标,我们会提供充足的培训机会和支持,让您得偿所愿。
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Ama
Ama puts her project management techniques and ServiceNow knowledge to use to help advance Sanofi’s Digital Data operating model. Learn how our team connects data and AI to do what’s never been done before.
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Cambridge Crossing
We're bringing together 2,500 people from across our organization — R&D, Medical, Commercial and Global colleagues all working to realize the power of collaboration.
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Innovation in Action
Our flexible lab of the future will transform how we conduct research, while our innovation center will be fully integrated with existing R&D locations.
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Sanofi’s AI Centre of Excellence in Toronto
The Centre is focused on using leading technologies to develop world-class data and artificial intelligence (AI) products to create value for the health sector.
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Sanofi Canada's Philanthropic Efforts
By chasing the miracles of science to improve people’s lives, we surprise ourselves with what we can achieve. Our team is humbled by the impact our efforts make.
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Sustainable and Green
Our new facility was built to minimize the environmental impact — helping protect our planet and people. Using resources efficiently, we're providing greener, healthier workspaces.
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我们的人与文化
我们是首个建立多元化、公平性和包容性(DE&I)委员会的制药企业。我们还建立了“菲常联盟”,为每位员工提供发声的平台。您的声音是我们建设未来道路的重要基石。
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我们的故事
我们关注每一个员工的声音。因为,我们的未来取决于所有员工的付出与努力。正因为他们的助力,我们才能追求远大的理想。
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为什么选择我们?
我们为您提供各种工具、支持和培训机会,帮助您实现自己的目标。我们也希望您充分发挥潜力,帮助我们实现目标:将新药研发到临床治疗的时间减半。
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