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Senior deep learning engineer R&D (H/F)

Publish Date:  Apr 28, 2021

Grenoble - 38, Rhône-Alpes, FR

Company:  Atos

About Atos

Atos is a global leader in digital transformation with 110,000 employees in 73 countries and annual revenue of € 12 billion. European number one in Cloud, Cybersecurity and High-Performance Computing, the Group provides end-to-end Orchestrated Hybrid Cloud, Big Data, Business Applications and Digital Workplace solutions. The Group is the Worldwide Information Technology Partner for the Olympic & Paralympic Games and operates under the brands Atos, Atos|Syntel, and Unify. Atos is a SE (Societas Europaea), listed on the CAC40 Paris stock index.

The purpose of Atos is to help design the future of the information space. Its expertise and services support the development of knowledge, education and research in a multicultural approach and contribute to the development of scientific and technological excellence. Across the world, the Group enables its customers and employees, and members of societies at large to live, work and develop sustainably, in a safe and secure information space.








Our team is building a real-time object tracking platform for different verticals (video protection, retail). We use Machine Learning algorithms and AI models to design and develop the product, as well as Big Data software components.


We currently recruit a senior deep learning engineer with experience in complex computer vision projects to complete our team on models matters.


Key Responsibilities :

  • Implement state of the art models for a range of standard Computer Vision tasks (object recognition, scene understanding, behavior analysis, …)
  • Defining and collecting training datasets
  • Improving model accuracy by understanding failures. 
  • Building training pipelines and ensure models reproducibility (automate all, apply mlops)
  • Optimize, accelerate and package models for inference (tensorRT, docker)
  • Contribute to deep learning infrastructure, data pipelines, tools and workflows that lay the foundation for building AI at scale.
  • Keep up to date with the latest in simulations, perception, and computer vision research


Required skills:

  • Expert coding in Python
  • Hands-on experience in Computer Vision or Machine Learning projects
  • Hands-on experience building production models with TensorFlow, PyTorch, or equivalent deep learning framework
  • Proven ability to ship quality software products and services
  • Be able to balance technical debt and productivity both individually and at a team level
  • Must be eager and able to learn quickly and to improve.
  • Excellent communication skills and a team player mentality are necessary
  • 3+ years of hands on deep learning experience
  • 5+ years of experience in software engineering, devops, Jenkins, git.
  • MS in data science or computer science
  • Strong practice of Unit Testing, Integration Testing, Validation Testing, and Continuous Integration systems.
  • Practice of Linux environment.


Desirable skills

  • PhD in Computer Vision or AI
  • Knowledge on containerization using Docker
  • Experience using Nvidia TensorRT

Here at Atos, we want all of our employees to feel valued, appreciated, and free to be who they are at work. Our employee lifecycle processes are designed to prevent discrimination against our people regardless of gender identity or expression, sexual orientation, religion, ethnicity, age, neurodiversity, disability status, citizenship, or any other aspect which makes them unique. Across the globe, we have created a variety of programs to embed our Atos culture of inclusivity, and work hard to ensure that all of our employees have an equal opportunity to contribute and feel that they are exactly where they belong.