Research Engineer in Computer Vision / AI

IDEMIA Group; France; Hybride; EUR 60 000 - 90 000; Plein temps

Résumé du poste

IDEMIA Public Security is seeking outstanding researchers to cover all aspects of scientific research from data collection to publication of articles or patents. The role focuses on Bayesian methods, machine learning, deep learning (CNN, GAN), and computer vision for images and video analysis.

Applicants should hold a PhD or engineering degree, have experience in image processing and math, and be fluent in French and English.

Qualifications

• PhD or engineering degree required.
• Experience in image processing, computer vision, deep learning.
• Strong background in mathematics and data analysis.
• Proficiency with Python; C/C++ will be a plus.
• Ability to handle large datasets in a research environment.
• Knowledge of biometrics is a plus.
• Fluent in French and English.

Responsabilités

• Study and develop new state-of-the-art algorithms.
• Optimization of the algorithms.
• Performance measurement and analysis.
• Technology watch and analysis of the state of the art of research.
• Expertise to analyze problems encountered in the field and win benchmarks.
• Support to operational teams to define the best customized solutions for specific customers.
• Support to integration in environments ranging from cloud/servers to embedded devices and smartphones.

Connaissances

Python

C/C++

Computer Vision

Mathematics

English/French proficiency

Formation

PhD or Engineering School

Outils

Git

PyTorch

TensorFlow

Description du poste

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Since our founding, IDEMIA has been on a mission to unlock the world and make it safer through our cutting-edge identity technologies. Our technology leadership makes us the partner of choice for hundreds of governments and thousands of enterprises in over 180 countries, including some of the biggest and most influential brands in the world. In applying our unique expertise in biometrics and cryptography, we enable our clients to unlock simpler and safer ways to pay, connect, access, identify, travel and protect public places – at scale and in total security.

Our teams work from 5 continents and speak 100+ different languages. We strongly believe that our diversity is a key driver of innovation and performance.

Purpose

IDEMIA Public Security is recruiting outstanding researchers, to enrich and strengthen its teams. The objective isto cover all aspects of scientific research, from data collection, modeling, implementation to the publication ofarticles or patents. The methods used are bayesian methods, machine learning, deep learning (CNN, GAN...),and all methods used in computer vision for still images and optimized automated video analysis.

Key Missions

The mission will consist of :

• The study and development of new state-of-the-art algorithms,
• Optimization of the algorithms,
• Performance measurement and analysis,
• Technology watch and analysis of the state of the art of research,
• Expertise to analyze problems encountered in the field, and win benchmarks,
• Support to operational teams to define the best customized solutions for specific customers,
• Support to integration in environments as diverse as professional servers in the cloud or on-premises,embedded devices, or smartphones.

The scope of application will depend on the candidate's previous experience and potential opportunities withinIDEMIA Public Security. We welcome people with varying degrees of experience and skills: newcomers will be mentored. Our team is constantly learning and experimenting, making it a great place for juniors eager to learnor seniors looking for technical challenges.

Profile & Other Information

• Education: PhD or Engineering School.
• First significant experience in image processing, computer vision, deep learning
• Strong background in mathematics, data analysis
• Proficiency with python. Experience with C/C++ will be a plus
• Ability to handle large amounts of data and work in a research environment, i.e. in an unfamiliar field
• Knowledge of biometrics will be a plus
• Curious
• Results and solution oriented
• Clear and convincing communication
• Fluent in written and spoken French and English

The position is based in Osny 95 near Cergy Prefecture.

By choosing to work at IDEMIA, you will join a unique tech company, offering a wide range of growth opportunities. You will contribute to a safer world, collaborating with an international and global community. We value the diversity of our teams and welcome people from all walks of life, regardless of how they look, where they come from, who they love, or what they think.

We deliver cutting edge, future proof innovation that reach the highest technological standards and we’re transforming, fast, to stay a leader in a world that’s changing fast, too.

At IDEMIA, people can develop their expertise and feel a sense of ownership and empowerment, in a global environment, as part of a company with the ambition and the ability to change the world.

Visit our website to know more about the leader in Identity Technologies