Statistician and Data Scientist (entry/experienced level professional)
Greenville, SC
Full-time
Onsite
New Grad, Entry, Mid Level
Michelin is a tire company dedicated to sustainably improve the mobility of goods and people by manufacturing and marketing. They are seeking a Statistician & Data Scientist to join their Research & Development team, focusing on developing statistical and data-driven approaches to support various industrial initiatives.
Development and application of statistical best practices and tools (Measurement Systems Analysis, Repeatability and Reproducibility of laboratory measurements, Design of Experiments for product development and testing teams)
Development of hybrid methods: Identify and develop approaches combining classical numerical modeling (finite elements, etc.) and machine learning (model reduction, predictive models) to optimize the performance of simulations and predictions.
Sophisticated Optimization: Investigate, adapt, and implement standard and advanced optimization methods, including global, multi-objective, and robust optimization, in uncertain contexts.
Creation and implementation of tools to resolve technical problems and provide technical support for existing statistical tools and methods.: (e.g. prototype and industrialize digital tools and data analysis methods using Python or similar).
Maintenance and continuous improvement: Ensure the support, maintenance, evolution and modernization of existing tools, integrating CI/CD practices (Git, Gitlab). Ensure documentation and testing. Transmit knowledge (reports, training, etc.)
Scientific monitoring: Monitor advances in the fields of artificial intelligence, numerical methods, optimization, hybridization and ML to maintain the technological excellence of the tools developed. Supporting partnerships with academic actors (internships, theses and research projects)
Qualification
Required
In-depth understanding and proficiency in statistical methods and applications.
Knowledge of AI, Optimization, and Machine Learning techniques and a willingness to learn and apply more.
Proficiency in Python languages or willingness to learn. C/C++ desirable.
Knowledge of hybridization (finite elements coupled with data science models, for example).
The ability to capture needs from partners and propose solutions.
Bachelor of Science degree in Engineering, Physics, Statistics, or Applied Mathematics required along with a proven desire for working in an applied mathematics role.
Preferred
Previous experience as a data scientist in an industrial environment is a plus
Benefit
Michelin is a tire company dedicated to sustainably improve the mobility of goods and people by manufacturing and marketing.
