Société : Sanofi Catégorie : Stage Filiere : Fonctions Médicales & Sociales Metier : Directeur d'Etablissement Lieu : Paris (Île-de-France)
Mission
Accelerator - Digital Data Scientist - All Gender
Main responsibilities:
Work with business teams to understand requirements, and translate them into technical needs
Apply data science expertise in machine learning, statistics, forecasting and optimization to multiple AI projects/products.
Gather/organize large & complex data assets, and perform relevant analysis to propose and implement relevant data models for each business case
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.
Experience
Experience developing deployable code and deploying models in product-focused development under an agile environment.
Experience in production-ready software development
Track record of applying machine learning/ deep learning approaches to solve molecule-related problems.
Experience with database mining, big data, and large-scale virtual screening using Bayesian Optimization or Gaussian Processes is desired.
Expertise with sensitive data in critical environments (healthcare, defense,...)
Experience in a healthcare company is a strong plus
Soft skills :
Experience working with multiple teams to drive alignment and results
Self-motivated, takes initiative
Problem solving & critical thinking
Technical skills :
Expertise in business analysis, data visualization and data storytelling
Expertise with core data science languages (such as Python, R, Scala), and familiarity with different database systems (e.g. SQL, NoSQL)
Expertise within most of the following areas: supervised learning, unsupervised learning, deep learning, LLMs, reinforcement learning, federated learning, time series forecasting, Bayesian statistics, optimization
Comfortable working in cloud and high-performance computing environments (e.g. AWS, GCP, Databricks, Apache Spark)
Hands-on AI/ML modeling experience of complex datasets combined with strong understanding of theoretical foundations of AI/ML (CI/CD, Orchestration)
Knowledge of Tableau, Power BI, Plotly or similar
Experience with various enterprise-level Application Programming Interfaces (APIs)
Good knowledge of AI regulations
Education :
PhD in mathematics, computer science, engineering, physics, statistics, economics, or a related quantitative discipline with strong coding skills, OR Master’s Degree in relevant domain
Languages : English
We provide a highly collaborative environment, with an opportunity to work with a world class team. You will be able to:
Engage in meaningful work that combines the challenges of the medical, pharma, and technical fields, offering abundant opportunities for professional growth and impact
Contribute to a company that is not only a leader in healthcare but also a pioneer in digital transformation, shaping the future of global health.
Be part of an organization that values diversity, inclusion, and the richness of different backgrounds and experiences.
Pursue . Discover .
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 and check out our Diversity Equity and Inclusion actions at !
Pursue , discover
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 and check out our Diversity Equity and Inclusion actions at !
