Research Engineer in Computer Vision / AI

IDEMIA Public Security; Osny; Sur place; EUR 55 000 - 85 000; Plein temps

Résumé du poste

IDEMIA Public Security recrute des chercheurs pour enrichir ses équipes et couvrir toutes les phases de la recherche scientifique, de la collecte de données et la modélisation à la publication d'articles ou brevets.

Les candidats devront maîtriser le traitement d'images, la vision par ordinateur et l'apprentissage profond, avec un fort background en mathématiques et analyse de données. Poste basé à Osny (95), en présentiel.

Qualifications

• Diplôme doctorat ou école d'ingénieurs requis.
• Expérience significative en traitement d'images, vision par ordinateur et apprentissage profond.
• Maîtrise des mathématiques et de l'analyse de données.

Responsabilités

• Étudier et développer des algorithmes à la pointe de l'état de l'art.
• Optimiser les algorithmes et mesurer leurs performances.
• Effectuer une veille technologique et analyser l'état de l'art de la recherche.
• Analyser des problèmes rencontrés sur le terrain et proposer des solutions adaptées.
• Accompagner les équipes opérationnelles pour définir les meilleures solutions pour des clients.
• Contribuer à l'intégration dans des environnements variés (serveurs cloud/edge, embarqué, smartphones).

Connaissances

Image processing

Computer vision

Deep learning

Mathematics

Data analysis

Python

C/C++

Biometrics

French and English

Formation

PhD or Engineering School

Outils

None

Description du poste

IDEMIA Public Security is recruiting outstanding researchers, to enrich and strengthen its teams. The objective is to cover all aspects of scientific research, from data collection, modeling, implementation to the publication of articles 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.

Job description

IDEMIA Public Security is recruiting outstanding researchers, to enrich and strengthen its teams. The objective is to cover all aspects of scientific research, from data collection, modeling, implementation to the publication of articles 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 within IDEMIA 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 learn or seniors looking for technical challenges.

Profile description

• 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
• Proactive, autonomous
• 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.