Sanofi Group Data Scientist in Cambridge, Massachusetts
At Sanofi we are bringing together Data Scientists to propel Sanofi into its digital transformation by deploying Artificial Intelligence throughout its business. Data Science is being driven from an inspiring Digital organization with a core mission of data & analytics to drive business insights, to engage with customers and employees, to automate business processes, and to maximize patient impact
Data Scientist will work on challenging problems in a product-focused team. Identifying the business problem will be only part of the role - we seek an energetic Data Scientist who want to work on technical and methodological gaps in our solutions, and to work with other Data Scientists, Engineers and Architects to solve those gaps. You will provide expertise in data science & tools, and help us to develop, organize and launch projects that span analysis and engineering solutions.
Interact with Data Scientists, Engineers, and Solution/Data Architects to identify opportunities to improve how we build our digital AI products
Develop comprehensive understanding of Sanofi’s data science and data systems
Prototype analysis pipelines iteratively to provide insights at scale. Develop and implement metrics, advocating implementing and adoption of new solutions. Focus on algorithmic and platform efficiencies
Direct responsibilities to work with large datasets and solve difficult analysis problems, applying advanced analytical methods
Contribute on end-to-end projects, including data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations for business needs
Develop optimal technical approaches for workflows, data handling, and complementary visualizations for advanced analytics.
Work on full spectrum of activities from conducting ML experiments to delivering production ready models and creation of ML libraries to facilitate ML scaling
Develop in CI/CD Pipelines and orchestrate jobs which allow for controlled and continuous enhancement of existing work and new features during both development and production phases
Contribute to the scaling and industrialization of innovative ML initiatives by writing highly optimized and reusable code, following MLOps best-practices and using state-of-the art technologies
Help building a solid data culture within the Sanofi community
Bachelor’s or Master’s in Computer Science, Computer Engineering, Physics, Mathematics plus 1-2 years of relevant experience
An aptitude in exploring and defining efficiencies for data science practices e.g. building and optimizing "big data" pipelines, architectures and data sets, determination and recommendations around algorithmic efficiency
A demonstrable focus on the fundamentals e.g. parameterization, unit testing, exception handling, integration tests, and agile delivery, continuous integration and continuous deployment; Code with discipline and structure
Proficiency with analytical & data programming languages (e.g. Python, PySpark, SQL) and computing environments/tools – e.g. linux, AWS/GCP, shell scripting, and git, airflow
Experience working in cloud compute environments
A self-starter and a strong desire to test new techniques (technology or analytical methods)
Exposure to multiple database and other data management/manipulation tools.
Some experience in with DevOps practices and tools (e.g. CI/CD using Git, orchestration, job scheduling, DAGs, Airflow, version control)
Operations of AI/ML modeling of complex datasets, development experience desired
This role will be situated and aligned with the Data Science function and role.
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.
At 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.