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Data Scientist - Data Platform

Date:  10-Jun-2021
Country/Region:  FR
City:  Paris
Contract Type: 
Requisition ID:  18900

 

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Faurecia is an equal opportunity employer.

 

 

New trends and expectations are reshaping the automotive industry. Inspired by the exciting new challenges associated with this revolution, Faurecia anticipates the future of mobility developing cutting-edge solutions for smart life on board and sustainable mobility.


Our Division Digital Services Factory is looking for a Data Scientist (f/m) for our site in Paris, France.

 

The Digital Services Factory (DSF) is a fast-growing team in charge of providing AI solutions for manufacturing excellence and efficiency as well as for smart product development for the automotive industry.

 

 

Your main duties and responsibilities

 

In order to meet rising expectations, we are looking to enrich our team by recruiting a Data Scientist for our Data Platform team. You will be getting involved in projects ranging from automated quality inspection and manufacturing process optimization to intelligent systems development integrated in our products. For this position, it is necessary a solid track record on applied machine learning including deep learning and reinforcement learning. Also, programming skills are important as we need to deliver production ready software, so proficiency in at least one programming language is expected. Working at DSF provides the opportunity to learn new techniques and technologies.

 

Soft skills are also important as you will have to interact and collaborate with internal experts to identify new projects and present their results to both technical and non-technical audience. In line with this, it is expected that you identify yourself in the following core values of the DSF:

  • Entrepreneurship: Capacity and willingness to understand the needs of the end-user and develop accordingly the product
  • Autonomy: Capacity to search for required solutions, for example by asking the right questions to the right persons. This might also imply to explore new areas unknown to the team now.
  • Accountability: Being responsible of own development and product. Feeling a sense of ownership and proudness in the work done.
  • Directness: The work environment in Faurecia and particularly around the DSF is fast paced. It is crucial to be able to deliver quick and efficient feedback as soon as possible.
  • Deliver: Being focused on the delivery of a product to the end-user.

 

 

Qualifications

 

  • Engineering degree with strong background in mathematics and computer science with a PhD in a quantitative field and/or a minimum of 3 years of experience in machine learning or advanced analytics
  • Understanding of deep learning techniques
  • Experience using ML, DL frameworks (Pytorch, TensorFlow, Keras...)
  • Proficiency in at least one programming language (preferably python)
  • Excellent understanding of traditional machine learning techniques and algorithms, such as k-NN, SVM, Random Forests, etc.
  • Excellent verbal and written skills in English is mandatory

 

 

Appreciated extra skills

 

  • Experience in signal and image processing
  • Experience in forecasting and time series modeling
  • Experience in Palantir Foundry platform & pytorch
  • Experience with SQL and NoSQL databases
  • Experience with versioning control systems (git)
  • Interest in IoT and hardware adapted to ML tasks

 

 

Ready to take on a new challenge? Apply and join us!

 

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