Data Scientist

Company: Sanofi
Location: Cambridge
Posted on: May 11, 2022

Job Description:

Title: Data ScientistReference: R2635300About Sanofi:We are an innovative global healthcare company, driven by one purpose: we chase the miracles of science to improve people's lives. Our team, across some 100 countries, is dedicated to transforming the practice of medicine by working to turn the impossible into the possible. We provide potentially life-changing treatment options and life-saving vaccine protection to millions of people globally, while putting sustainability and social responsibility at the center of our ambitions.Sanofi has recently embarked into a vast and ambitious digital transformation program. A cornerstone of this roadmap is the acceleration of its data transformation and of the adoption of artificial intelligence (AI) and machine learning (ML) solutions, to accelerate R&D, manufacturing and commercial performance and bring better drugs and vaccines to patients faster, to improve health and save lives.Who You Are:You are a dynamic data scientist interested in challenging the status quo to ensure development and impact of Sanofi's AI solutions for the patients of tomorrow. You are an influencer and leader who has deployed AI/ML solutions applying state-of-the art algorithms with technically robust lifecycle management. You have a keen eye for improvement opportunities and a demonstrated ability to deliver AI/ML solutions while working across different technologies and in a cross-functional environment.Our vision for digital, data analytics and AIJoin us on our journey in enabling Sanofi's Digital Transformation through becoming an AI-first organization. This means:AI Factory - Versatile Teams Operating in Cross Functional Pods: Utilizing digital and data resources to develop AI products, bringing data management, AI and product development skills to products, programs and projects to create an agile, fulfilling and meaningful work environment.Leading Edge Tech Stack: Experience build products that will be deployed globally on a leading-edge tech stack.World Class Mentorship and Training: Working with renowned leaders and academics in machine learning to further develop your skillsetsThere are multiple vacancies across our Digital profiles and NA region. Further assessments will be completed to determine specific function and level of hired candidates. Job Highlights: Apply data science expertise in machine learning, statistics, text-mining/NLP, forecasting and optimization to multiple analytics projects.Build models, algorithms, simulations, and experiments by writing highly optimized code and using state-of-the art machine learning technologies.Work on full-spectrum of activities, from conducting ML experiments to delivering production-ready models.Use data analysis, visualization, storytelling, and data technologies to scope, define and deliver AI-based data products.Work with developers, engineers, and MLOps to deliver AI/ML solutions.Key Functional Requirements & Qualifications:Hands-on AI/ML modeling experience of complex datasets combined with strong understanding of theoretical foundations of AI/ML.Expertise within most of the following areas: supervised learning, unsupervised learning, deep learning, reinforcement learning, federated learning, time series forecasting, Bayesian statistics, optimizationExperience developing deployable code and deploying models in product-focused development under an agile environmentComfortable working in cloud and high-performance computing environments (e.g. AWS, GCP, Databricks, Apache Spark)Experience in production-ready software developmentExcellent written and verbal communication, business analysis, data visualization and data storytelling skillsA demonstrated ability to work and collaborate in a team environmentNice to have: Experience in life sciences and healthcare and experience in a complex global organizationKey Technical Requirements & Qualifications:PhD in mathematics, computer science, engineering, physics, statistics, economics, or a related quantitative discipline with strong coding skills, OR Master'sDegree in relevant domain with 4 years of analytical experienceExpertise with core data science languages (such as Python, R, Scala), and familiarity with different database systems (e.g. SQL, NoSQL)Disciplined AI/ML development (CI/CD, Orchestration)Knowledge ofTableau, Power BI, Plotly or similarExperience with various enterprise-level Application Programming Interfaces (APIs)As a healthcare company and a vaccine manufacturer, Sanofi has an important responsibility to protect individual and public health. All US based roles require individuals to be fully vaccinated against COVID-19 as part of your job responsibilities.According to the CDC, an individual is considered to be "fully vaccinated" fourteen (14) days after receiving (a) the second dose of the Moderna or Pfizer vaccine, or (b) the single dose of the J&J vaccine. Fully vaccinated, for new Sanofi employees, is to be fully vaccinated 14 DAYS PRIOR TO START DATE.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.DDBPDNAt Sanofi diversity and inclusion is foundational to how we operate and embedded in our Core Values. We recognize to truly tap into the richness diversity brings we must lead with inclusion and have a workplace where those differences can thrive and be leveraged to empower the lives of our colleagues, patients and customers. We respect and celebrate the diversity of our people, their backgrounds and experiences and provide equal opportunity for all.PDN-96129e26-5b4b-4447-a11f-40920e4c11b7

Keywords: Sanofi, Cambridge , Data Scientist, Other , Cambridge, Massachusetts