Accelerator Senior Data Scientist Deep Learning

Job title:Data Scientist

• Location: Paris

• Hybrid

About the job

We are a global biopharmaceutical company focused on human health. Our purpose is to find treatment to fight pain and ease suffering. We combine breakthrough science and advanced technology to develop life-changing medicines and vaccines.

Digital & Data is at the heart of Sanofi: our ambition is to be the leading digital healthcare platform to develop & deliver medicine faster, enable healthcare professionals to improve treatments and help patients improve their health. Our scale, strong connections within health ecosystems across leveraging the world, and ability to leverage Sanofi’s capabilities make us the best place to push the boundaries of medicine through technology.

We are building Digital R&D products developing outstanding capabilities that will participate in new drug discovery together with scientists, in trial efficiency and cycle time reduction, leveraging Data Analytics and Artificial Intelligence.

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.

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.

About you 

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.

• Experience in a healthcare company is a strong plus

Soft skills:

• Excellent written and verbal communication skills

• Experience working with multiple teams to drive alignment and results

• Service-oriented, flexible, positive team player

• Self-motivated, takes initiative

• Problemsolving & criticalthinking

Technicalskills:

• 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 with sensitive data in critical environments (healthcare, defense,...)

• 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, French

Why choose us?

• We provide a highly collaborative environment, with an opportunity to work with a world class team.

• 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. 

• Bring the miracles of science to life alongside a supportive, future-focused team.

• Discover endless opportunities to grow your talent and drive your career, whether it’s through a promotion or lateral move, at home or internationally.

• Enjoy a thoughtful, well-crafted rewards package that recognizes your contribution and amplifies your impact.

• Take good care of yourself and your family, with a wide range of health and wellbeing benefits including high-quality healthcare, prevention and wellness programs and at least 14 weeks’ gender-neutral parental leave.

• Play an instrumental part in creating best practice within our manufacturing facility

PursueProgress. Discover Extraordinary.

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 ALL IN videoand check out our Diversity Equity and Inclusion actions at sanofi.com!