Sr. Scientist/AE, AI&CV in Scientific Computing

L'Oréal
Shanghai, 上海市
3周前
MAIN MISSIONS
  • Lead and frame innovation project by defining technical approach, mile stone and budget estimation.
  • Facilitate project progress with internal/external partners and promote project to keep in track with roadmap.
  • Develop, implement and industrialize artificial intelligence models in response to our innovation issues, with regards of real-world constraints and objectives,
  • Find, extract, retrieve, organize and structure data, coming from heterogeneous sources,
  • Develop and evaluate models in multiple environments: cloud server, GPU, embedded on device,
  • Push your models into production, in coordination with Augmented Beauty and IT team.
  • Track models performance and keep improving for next generation
  • Publish scientific articles or file patents,

PROFILE
Essential technical skills
  • 5 to 10 years’ experience in the field of Machine Learning and/or Computer Vision
  • Have a degree (Master, Engineering school, PhD) in one of the following disciplines: statistics, probability, optimization, linear algebra
  • Have a broad knowledge with machine learning, and deep learning in particular (CNN, RNN, LSTM, Auto-Encoder, GAN, etc.). Ideally, you are also experienced in one or more of the following areas: computer vision, image processing, picture segmentation
  • Have a good command in our Python stack: Scikit-Learn, Keras, PyTorch, Tensor Flow, Numpy, Pandas, etc.
  • Have experience in optimization of algorithms on a production level. Ideally, background in CoreML, iOS integration
  • Have skills to combine mathematical modeling and software development.
  • Have experience of redeveloped and/or improved standard models.

Important
soft skills
  • Have an entrepreneurial spirit and drive your projects to their completion.
  • Pragmatic and your choices are determined by the satisfaction of the user’s needs.
  • Manage priorities and complexity.
  • Speak fluent English, French speaking is a plus.
申请
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