AI Experts - IT 11242

Function: Information Technology
Localization: United States - California
Contract type: Standard jobs
Publication date: 23rd January 2018
 
Faurecia is an Equal Opportunity Employer
 
"Technical Perfection and automotive passion" is what defines Faurecia. We design, engineer and provide the best in technology, systems and services for automobile makers in every major market on all five continents. If you share our ambition for technical perfection and our passion for all things automotive, Faurecia has a career for you.
"Faurecia, a driving force…for your professional growth."
 
Our GIS Division is looking for AI Experts for its Sites either at Sunnyvale, CA, US.
 

Faurecia is one of the leaders in providing to Automotive car producers a complete architecture of full interiors, and a proven manufacturing expert. To bring even more value both to our product attractiveness and to our Manufacturing excellence, we are creating an AI/Data Science team, reporting to the Digital Transformation leader of Faurecia.<?xml:namespace prefix = "o" ns = "urn:schemas-microsoft-com:office:office" />

 

We want you to be part of this team, build it with us, prove value and contribute to its success.

 

We are looking for talented AI Experts who are as passionate as we are about artificial intelligence, and inventing the next generation of automotive mobility experience as well as manufacturing 4.0.  We are hiring in a broad range of machine learning areas, including:

  • Deep learning, including novel architectures with attention and memory
  • Supervised learning, semi-supervised and unsupervised learning, including generative models
  • Reinforcement learning
  • Meta-learning, learning to learn
  • Multi-task learning, transfer learning, few-shot learning, continual/lifelong learning
  • Interpretability, fairness, accountability of machine learning models
  • Brain-inspired machine learning algorithms
  • Optimization for AI/ML
  • Bayesian learning, graphical models, causal models
  • Learning theory
  • Computational creativity
As a Faurecian AI Expert, you will work on the most cutting-edge, exciting projects and collaborate with all parts of the company, from the teams designing the new interiors of automotive (focusing on the elaboration of automotive mobility experience and related services) to plants across the world (enabling them to optimize their productions and succeed in next generation industry 4.0). Your creativity and innovative problem solving will be essential to the success of our team and the company. We want to bring out the best in you and expect you will do the same for us! 

The ideal candidate will have/be:

 

Required Technical and Professional Expertise<?xml:namespace prefix = "o" ns = "urn:schemas-microsoft-com:office:office" />

  • Expertise and experience in programming in one or more of these languages: Python, Java, C++, Matlab, R etc.            
  • Advanced skill level in solving analytical problems using rigorous and quantitative approaches.
  • Advanced skill level in creating and applying new algorithms in AI disciplines such as machine learning, NLP, knowledge induction, and machine reasoning
  • Experience in clearly and effectively communicating your research ideas in peer-reviewed technical conferences such as NIPS, ICML, ICLR, IJCAI, AAAI, AISTATS, ACL, CVPR, KDD or similar

Preferred Technical and Professional Experience

  • PhD in machine learning, artificial intelligence, computer science, applied mathematics, signal processing, statistics, physics or related technical fields
  • Advanced skill level with standard machine learning techniques and frameworks
  • Experience analyzing large scale data from a variety of sources
  • Design, validation, and characterization of algorithms and/or systems
  • Experience with machine learning tools and frameworks including TensorFlow, PyTorch, Torch, Caffe, and Theano etc.  a plus
  • Contributions to open source projects

Though we are looking for candidates of all levels, the ideal candidate will have worked for a leading edge computer technology company (Google, Facebook, Amazon, Baidu, other…) and/or for a blue chip technology firm (IBM, Oracle, Orange, Accenture…).

The position will require between anywhere from 0% to 50% travel time (likely international).

English proficiency is mandatory.

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