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Portail > Offres > Offre UMR7248-BENMIR-004 - IR/ IA embarquée sur micro-contrôleur H/F

IR/ Embedded AI on Micro-controller M/F

This offer is available in the following languages:
Français - Anglais

Date Limite Candidature : mardi 16 août 2022

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General information

Reference : UMR7248-BENMIR-004
Workplace : SOPHIA ANTIPOLIS
Date of publication : Tuesday, July 26, 2022
Type of Contract : FTC Technical / Administrative
Contract Period : 9 months
Expected date of employment : 1 January 2023
Proportion of work : Full time
Remuneration : between 2500 and 2800 € brut monthly depending on experience
Desired level of education : 5-year university degree
Experience required : 1 to 4 years

Missions

The recruited person will have to participate in the research work of the team to develop their expertise in the field of low-power embedded AI. It will participate in the technological maturation of the tools and technologies developed, in scientific and technological monitoring and in the evaluation of LEAT's research solutions in comparison with the state of the art.

Activities

The recruited person will participate in ongoing projects for the integration of artificial neural networks on SoC and will notably develop the software tools that will facilitate this deployment: compression and quantification of networks, automatic generation of optimized code, Quantization Aware Training, communication management between the MCU and the accelerators.
The recruited person will participate in the work of writing scientific publications, supervising internship students and technical support for doctoral students in their use of the software frameworks used by the team.

Skills

- PhD in computer science or electronics
- Subject related to embedded AI
- Knowledge of digital electronics, embedded systems, artificial neural network micro-controllers and spike neural networks
- know-how in compression of artificial neural networks
- Expertise in at least one Deep Learning framework
- programming in C/C++ and Python
- spoken and written English
- team work

Work Context

The LEAT laboratory specializes in antenna design, microwave imaging and on-board electronics.
The position is offered within the EDGE team which works on Edge Computing and in particular on-board AI. The EDGE team has developed recognized know-how in this field, in particular through the 3IA Côte d'Azur institute.
The recruited person will work under the direct supervision of Professor Benoît Miramond. The recruited person will participate in the technical supervision of the team's thesis work.

Constraints and risks

none

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