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Knowledge / Data Management Senior Specialist

Job post no longer accepts applications

Faurecia
13 days ago
Posted date
13 days ago
N/A
Minimum level
N/A
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 to translate their needs intAI-driven solutions.
  • Guide business teams in leveraging AI for strategic impact.

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
  • Align AI strategies with business goals, mentoring teams on best practices.
  • Collaborate with business stakeholders, IT teams, and product owners tintegrate AI solutions.
  • Document methodologies, model performance, and best practices for reproducibility.
  • Provide internal training on AI techniques, tools, and best practices.

Technology & Market Monitoring
  • Evaluate AI technologies, anticipating trends in deep learning and generative AI.
  • Shape corporate AI standards and innovation strategies.

Cross-Departmental Coordination
  • Drive the AI R&D roadmap and oversee cross-functional AI initiatives.
  • Advise leadership on AI adoption, investments, and risks.

Your profile and competencies to succeed

Experience:
  • Minimum 15 years of experience in industrial-scale Big Data and AI projects.
  • Extensive background in industry and academia, with a strong focus on traditional machine learning techniques (e.g., k-NN, SVM, Random Forests) and deep learning.
  • Hands-on experience with Reinforcement Learning methods.
  • Strong Experience in ML/DL frameworks such as Scikit-learn, XGBoost, TensorFlow, Keras, and MXNet.
  • Extensive experience in Python programming, with a strong background in using SQL and NoSQL databases for efficient data processing.
  • Proven track record of deploying and optimizing AI solutions at scale.

Skills and competencies:
  • Analytical thinker with a structured, problem-solving approach.
  • Expert in AI, ML, deep learning, NLP, LLMs and Knowledge Graph.
  • Strong in big data, distributed computing, and Spark/PySpark.
  • Advanced Python, C++, AI pipelines.
  • Knowledge of AI cloud deployment on Palantir, Azure, Kubernetes, and CI/CD.
  • Deep knowledge of data governance and quality management.
  • Process-oriented with excellent 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.
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JOB SUMMARY
Knowledge / Data Management Senior Specialist
Faurecia
Brières-les-Scellés
13 days ago
N/A
Full-time

Job post no longer accepts applications
Knowledge / Data Management Senior Specialist

Job post no longer accepts applications