at Sanofi
Full Time
Reporting to the Real World Data (RWD) Science Manager, you will be an influential member of an Agile development team. You have a general understanding of machine learning and a deep understanding of the latest generative AI techniques and have a pulse on the evolution of the space. You have played around with the latest AI tools, and can describe the underlying technologies and pros and cons of each. You are comfortable rolling up your sleeves and working on projects to build production-quality software and data pipelines.
Primary Responsibilities
Propose innovative ways to look at problems using generative AI and machine learning
Apply advanced techniques to gather insights from text and table-based datasets
Track and monitor model and algorithm performance and provide recommendations for improvement
Comfortable working as part of a software development team to deliver production-grade software
Comfortable creating scalable data pipelines with appropriate monitoring and quality control
Collaborate with other Data Scientists and engineers on the team and share your Data science work broadly within the company
Experience
3+ years of experience in analytics and data science using traditional and machine learning techniques
Hands on experience building generative AI and ML applications in a production environment (full ML system development, deployment, and maintenance lifecycle)
Deep understanding of classic machine learning and GenAI techniques, models and tools
Ability to perform exploratory analysis and experiments using new techniques, define metrics, draw logical conclusions, and move experiments to production
Familiarity with knowledge graphs or LLM agents is a plus
Education
Master’s degree (or BS degree plus 2+ years equivalent experience) in computer science, applied mathematics, applied statistics, engineering, economics or similar quantitative field of study
Soft skills
Excellent written and verbal communication, business analysis, data visualization and data storytelling skills
A demonstrated ability to work and collaborate in a team environment
Ability to work in a fast-paced, constantly evolving environment and to manage multiple priorities
Languages
Fluent in English
An international work environment, in which you can develop your talent and realize ideas and innovations within a competent team
An attractive, market-oriented salary and cafeteria benefits
Flexible home office policy, with a possibility to work up to 60% of time from home / where you can easily schedule your office days
Work from an "Office of the Year 2020" finalist office
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 video and check out our Diversity Equity and Inclusion actions at sanofi.com!
Discover our Code of Conduct, that serves as the moral compass that guides us when chasing the miracles of science to improve people’s lives. Please ensure to have read this document, before applying.
#Sanofi #WeNeverSettle #SanofiCareers #PursueProgress #DiscoverExtraordinary #joinsanofi #careerswithpurpose #LI-EUR #LI-Hybrid
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 ALL IN video and check out our Diversity Equity and Inclusion actions at sanofi.com!
