Post Doc Machine Learning (18 mois) – Starting Q1 2021

Pollen Metrology

Publié il y a 1 mois

Pollen Metrology is a deeptech company specialized in the creation of intelligent software (AI) for the production of high-performance materials. Pollen has developed a unique artificial intelligence technology to automatically analyze all types of images from scanning or transmission electron microscopes. 

You will join a team of about twenty collaborators with different expertises (metrology, physics, computer science, image processing, deep learning, data fusion) to provide AI technology that allows our customers to optimize their advanced industrial processes.

In the context of the launch of a new product range, particularly in the United States and Asia, Pollen is recruiting new collaborators to strengthen its research team in order to work with our customers in the semiconductor ecosystem.

You will be attached to the research/algorithms team. You will be based at our headquarters in Moirans (Centralp area near the train station at walking distance). 

Technology

Pollen Metrology develops a proprietary artificial intelligence framework that interfaces with the most advanced machine learning techniques. This unique technology allows to automate the analysis of data flows necessary for the development and production such as microprocessors, cosmetic products, drugs of the future, etc. The data manipulated daily by our customers are for example images from electronic or optical microscopes, diffraction signals, process parameters (temperature, pressure, etc.) or directly data from embedded sensors.

Your missions

You will be in charge of prototyping and developing machine learning algorithms including  classification and analyzing metrological data of various types. You will use frameworks such as TensorFlow or PyTorch, and internal technologies that you will help develop. You will survey the state of the art to discuss and apply the newest techniques available. Additionally you will participate in the scientific communication of the company.You will also interact with software developers for the integration of your algorithms in our Platypus Smart product, support in the implementation of integration tests, and you will have the opportunity to validate your developments directly with our customers (USA, Europe, Asia).

Required skills

  • Very good knowledge of deep learning.
  • Good knowledge of classification tasks.
  • Good knowledge of statistics.
  • Good knowledge of Python (TensorFlow or PyTorch, scikit-learn, etc). 
  • Knowledge in image processing.
  • Notions of C++.
  • Fluency in English.
  • You are eager to learn.

Environment

  • We have already proven ourselves and have already started our international development.
  • Investors and major accounts support us.
  • A close-knit technical team, versatile and of very high level in a development environment.

Postuler en ligne

Un numéro de téléphone valide est requis.
Un email valide est requis.