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 

• Sel