
Data Scientist
On site
Brières-Les-Scellés, France
Full Time
03-04-2025
Job Specifications
Forvia, a sustainable mobility technology leader
We pioneer technology for mobility experience that matter to people.
Your Mission, Roles And Responsibilities
Data Science & Advanced Analytics
Develop and implement machine learning models for predictive and prescriptive analytics.
Perform exploratory data analysis and feature engineering tenhance model performance.
Ensure data quality and prepare datasets for model training, validation, and deployment.
Work closely with business users ttranslate their needs intAI-driven solutions.
Data Engineering & Model Deployment
Build and optimize data pipelines for large-scale model training and inference.
Ensure efficient data extraction, transformation, and storage for AI applications.
Develop MLOps frameworks tautomate model lifecycle management.
Collaboration & Communication
Collaborate with business stakeholders, IT teams, and product owners to integrate AI solutions.
Document methodologies, model performance, and best practices for reproducibility.
Provide internal training on AI techniques, tools, and best practices.
Technology & Market Monitoring
Benchmark AI and machine learning tools to select the best technologies for business needs.
Stay informed about the latest trends and advancements in AI, deep learning, and data science.
Cross-Departmental Coordination
Support the FAS R&D roadmap in AI and Data Science.
Coordinate technical aspects of AI integration and ensure alignment across departments.
Your profile and competencies to succeed
The Ideal Candidate Will Have/be
Minimum education level: Master’s degree or Engineering Diploma with strong background in mathematics and computer science. A PhD in a quantitative field and/or a minimum of 3 years of experience in machine learning is a plus.
Experience
Minimum 5 years of experience in industrial-scale Big Data and AI projects.
Solid background in machine learning techniques (e.g., k-NN, SVM, Random Forests) and deep learning.
Practical experience with Reinforcement Learning methods.
Familiarity with ML/DL frameworks such as Scikit-learn, XGBoost, TensorFlow, Keras.
Proficient in Python programming, with experience in using SQL and NoSQL databases for data processing.
Experience in deploying and optimizing AI solutions in production environments.
Skills And Competencies
Analytical thinker with a structured, problem-solving approach.
Knowledge of AI, ML, deep learning, NLP, and Knowledge Graph.
Experience with big data, distributed computing, and Spark/PySpark.
Proficient in Python, with familiarity in C++ and AI pipelines.
Knowledge of cloud deployment for AI on platforms like Palantir, Azure and Kubernetes.
Understanding of data governance and quality management.
Process-oriented with solid documentation skills.
Languages
Mandatory: French/English (B2/TOEIC 750 minimum).
Optional: German / Chinese
What We Can Do For You
At Forvia, you will find an engaging and dynamic environment where you can contribute to the development of sustainable mobility leading technologies.
We are the seventh-largest global automotive supplier, employing more than 157,000 people in more than 40 countries which makes a lot of opportunity for career development.
We welcome energetic and agile people who can thrive in a fast-changing environment. People who share our strong values. Team players with a collaborative mindset and a passion to deliver high standards for our clients. Lifelong learners. High performers. Globally minded people who aspire to work in a transforming industry, where excellence, speed, and quality count.
We cultivate a learning environment, dedicating tools and resources to ensure we remain at the forefront of mobility. Our people enjoy an average of more than 22 hours of online and in-person training within FORVIA University (five campuses around the world)
We offer a multicultural environment that values diversity and international collaboration. We believe that diversity is a strength. To create an inclusive culture where all forms of diversity create real value for the company, we have adopted gender diversity targets and inclusion action plans.
Achieving CO2 Net Zero as a pioneer of the automotive industry is a priority: In June 2022, Forvia became the first global automotive group to be certified with the new SBTI Net-Zero Standard (the most ambitious standard of SBTi), aligned with the ambition of the 2015 Paris Agreement of limiting global warming to 1.5°C. Three principles guide our action: use less, use better and use longer, with a focus on recyclability and circular economy.
Why join us
FORVIA is an automotive technology group at the heart of smarter and more sustainable mobility. We bring together expertise in electronics, clean mobility, lighting, interiors, seating, and lifecycle solutions to drive change in the automotive industry.
With a history stretching back more than a century, we are the 7th largest global automotive supplier, employing more than 157,000 people in 43 countries. You'll find our technology in around 1 out of 2 vehicles produced anywhere in the world.
In June 2022, we became the 1st global automotive group to be certified with the SBTI Net-Zero Standard. We have committed to reach CO2 Net Zero by no later than 2045.
As technological innovation and the need for sustainability transform the automotive industry, we are ideally positioned to deliver solutions that will enhance the lives of road-users everywhere.
About the Company
Faurecia is a world's leading automotive tech company designing solutions for a safe, personalized, connected and sustainable mobility. Faurecia is a company of the Group @FORVIA. If you are willing to contribute and create value for tomorrow’s mobility, join us. Join www.careers.faurecia.com Visit www.faurecia.com for more information. Know more
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