Machine/Deep Learning & Computer Vision Intern

About

Scortex enables manufacturers to take better control of their quality. We provide a full-stack solution to digitize quality. It delivers intelligent automation of visual inspections and real-time analytics over quality.

Scortex Quality Intelligence Platform is built to easy deploy and manage deep learning applications on production lines.

Our platform enables manufacturing companies to take control of their quality:

  1. Automate complex visual inspection tasks at any stage of the manufacturing process
  2. Monitor quality through real-time data visualization and centralized production knowledge
  3. Dynamically improve quality thanks to real-time process control

We believe that digitalization of manufacturing operations will provided imprecedented returns in quality, efficency and environemental impact.

Scortex is a team of passionate and diverse individuals working and learning together to deliver the best solution possible, a unique blend of the tech and manufacturing world.

Job Description

As a proactive member of the machine learning and computer vision team, your work will include a varied range of challenges:

  • Explore various state of the art techniques to help solve tasks currently unbeaten by computers
  • Stay on the bleeding edge of research and participate actively in the community
  • Design, develop and implement supervised and unsupervised models with extremely constraining requirements not only on accuracy, but also on real-time execution, fast and scalable training processes and minimal annotation levels
  • Help improve our pipelines of data acquisition, training and inference

Because of the current time required by the French administration to process VISAS and internship applications, this position is opened only for people studying in universities that can provide a french internship agreement and French people.

Preferred Experience

  • In-depth knowledge of deep learning techniques applied to computer vision: deep convolutional networks, autoencoders, image (pre)processing, regularization
  • Proficient knowledge of both supervised and unsupervised machine learning techniques : clustering, object detection, generative models, dimensionality reduction
  • Understanding of standard computer vision techniques : filtering, transformations, descriptors and detectors
  • Knowledge and understanding of the mathematics underlying all of the above : probability and statistics, optimization, linear algebra, numerical computation
  • Proven experience with at least one machine learning framework (bonus points for Keras or Tensorflow)
  • Good programming and software engineering skills
  • Experience with the unix environment

Because of the current time required by the French administration to process VISAS and internship applications, this position is opened only for people studying in universities that can provide a french internship agreement and French people.

Recruitment Process

Intro call / Personnality Interview / Technical Interview & Tests
2 to 3 interviews

Additional Information

  • Contract Type: Internship (6 month(s))
  • Location: Paris, France (75013)
  • Education Level: Master's Degree