Accelerator - Digital Data Scientist - All Gender - Join Sanofi in Paris
Location: Paris
Remote Working: 2 days remote working, 3 days on-site
About the Job
Join Sanofi and make a significant impact in next-gen healthcare as a Digital Data Scientist in our R&D Accelerator. Utilize data insights and leverage AI to push the boundaries of healthcare innovation. Be a key player in the deployment of state-of-the-art AI solutions that will shape the future of patient care.
Main Responsibilities
- Collaborate with business teams to understand their requirements and translate them into technical specifications.
- Apply data science expertise in machine learning, statistics, forecasting, and optimization for multiple AI projects and products.
- Organize and analyze large data assets to develop relevant data models tailored to specific business cases.
- Design and develop models, algorithms, simulations, and experiments using state-of-the-art machine learning technologies.
- Conduct end-to-end tasks from ML experiments to delivering production-ready models.
- Utilize data analysis, visualization, and storytelling techniques to deliver AI-based data solutions.
- Collaborate with developers, engineers, and MLOps teams to implement AI/ML solutions.
About You
Experience
- Developing deployable code and deploying models in an agile, product-focused environment.
- Proven track record of applying ML/deep learning to solve molecule-related problems.
- Experience with big data, database mining, and large-scale virtual screening using optimization techniques.
- Expertise in sensitive data environments (healthcare, defense, etc.).
- A background in the healthcare industry is a plus.
Soft Skills
- Ability to work with multiple teams to achieve alignment and results.
- Self-motivated with strong initiative.
- Exceptional problem-solving and critical thinking skills.
Technical Skills
- Expertise in business analysis, data visualization, and data storytelling.
- Proficiency in core data science languages (Python, R, Scala) and familiarity with various database systems (SQL, NoSQL).
- Knowledge in areas such as supervised and unsupervised learning, deep learning, reinforcement learning, forecasting, Bayesian statistics, and optimization.
- Comfortable working in cloud and high-performance computing environments (AWS, GCP, Databricks, Apache Spark).
- Hands-on experience in AI/ML modeling combined with a solid understanding of theoretical AI/ML foundations (CI/CD, Orchestration).
- Proficiency with tools like Tableau, Power BI, Plotly, and experience with various APIs.
- Good understanding of AI regulations.
Education
- PhD in mathematics, computer science, engineering, physics, statistics, economics, or a related discipline with strong coding skills, OR
- Master’s degree in a relevant domain
Languages
Why Choose Us?
At Sanofi, we offer a highly collaborative environment where you can:
- Engage in meaningful work that intersects the medical, pharmaceutical, and technical fields, providing ample opportunities for professional growth and impact.
- Contribute to a global leader in healthcare and a pioneer in digital transformation.
- Be part of an organization that values diversity, inclusion, and the richness of different backgrounds and experiences.
Pursue Progress. Discover Extraordinary.
Progress is driven by people – from diverse backgrounds, in different locations, and in various roles, all united by the desire to make significant changes. Be one of those people. Embrace new ideas, explore our numerous opportunities, and let’s pursue progress together.
At Sanofi, we are committed to providing equal opportunities to all candidates, regardless of race, color, ancestry, religion, sex, national origin, sexual orientation,