Connectionists: [job] Embedded AI Researcher at CEA Paris
Fabian Chersi
fchersi at gmail.com
Mon Apr 3 07:38:14 EDT 2023
*Senior Embedded System AI Researcher*
The Embedded Artificial Intelligence Laboratory of CEA LIST (list.cea.fr)
is looking for an experienced and passionate Senior AI Embedded System
Engineer to join full time our team in Paris-Saclay.
He/She will be working with scientists and engineers to develop innovative
solutions for embedded AI, in particular in the field of intelligent
imagers and embedded computing architectures for vision systems.
Within our team, his/her main tasks will be:
* Propose and design innovative and efficient embedded computing
architectures capable of supporting state-of-the-art vision and AI
algorithms;
* Contribute to the roadmap of the laboratory by providing expertise on
these topics and by keeping up to date with the state of the art;
* Participate in the scientific dissemination of the team's research
results for example by publishing in leading international conferences and
journals;
* Supervise doctoral and master students and/or end-of-study inters;
* Contribute to the technical content for the setting up of national or
European research projects as well as for the establishment of our future
work with industrial partners.
Moreover, he/she can participate in some of the research topics addressed
in the team such as:
* Design of performance and energy efficient embedded computing hardware
architectures.
* High-level hardware modeling and synthesis.
* Architecture and algorithm optimization (Algorithm Architecture Adequacy);
Candidate’s profile
* A minimum of a Masters degree in Embedded Systems Engineering, Electronic
Engineering. A PhD is preferred.
* 5+ years of demonstrated, hands on, professional experience in the field
of embedded systems for artificial intelligence.
* Experience in research and/or design of hardware architecture on FPGA or
ASIC, preferably in the field of computer vision.
Required technical skills:
* Solid knowledge of programmable digital embedded systems architecture
(processors, memory hierarchy, Caches, NoCs, etc.)
* Knowledge of Front End ASIC/FPGA design tools and flows (Vivado,
QuestaSim, VCS, Design Compiler, etc.)
* A good understanding of RTL description languages: VHDL, Verilog,
SystemVerilog or UVM
* The ability to conduct a research project independently, and to write and
publish scientific papers in international conferences and journals
* Knowledge of neural networks, for example for computer vision or time
sequence processing
* Ability to work and communicate in French with all levels of the
organization (verbal, written, and presentations)
* Desire and ability to solve complex problems and challenges, and to
produce results in a fluid, dynamic, and fast-paced environment
* Good knowledge of spoken and written French and English
Desired experiences or skills:
* Consistent experience in ASIC/FPGA hardware architecture development and
validation;
* Good knowledge of computer vision algorithms and/or intelligent imagers
* Mastery of software development tools and approaches: version management
(Git), compilation, testing strategies
* Strong programming skills in C/C++ and/or Python
* Notion in ASIC CMOS visible or infrared imager fabrication technology.
Advantages of working at CEA
* A unique research environment with exceptional experimental resources
dedicated to ambitious projects to address today's major scientific
challenges.
* An experience at the cutting edge of innovation, with a strong potential
for industrial development.
* A well balanced private/professional life (more than 40 days of paid
holiday per year).
* Diversity and inclusion policies.
* Competitive salary (between French Level E3 and E5)
* Generous productivity bonuses
* Additional private medical insurance
* Social security / Pension program
* Partial transport reimbursement
* Partial smart-working options
About CEA and CEA LIST
The CEA (Commission for Alternative Energies and Atomic Energy, www.cea.fr
) is a French public government-funded research organization in the areas
of energy, defense and security, information, communication and health
technologies. The CEA maintains a cross-disciplinary culture of engineers
and researchers, building on the synergies between fundamental and
technological research, and has the mission of maturing and transferring
technology from theoretical proof of concept to industrial demonstrator for
the benefit of industry. It has about 20’500 employees and an annual budget
of about 5 billion euros.
CEA LIST, is a research laboratory specialized in intelligent digital
systems, is one of the three institutes of CEA Tech, along with CEA LETI
and CEA LITEN. CEA List is located in the heart of the Paris-Saclay
science, technology and university cluster, which will soon house nearly a
quarter of France's scientific research, with a first-class urban campus
and infrastructure integrated into the Greater Paris area.
Contact person: BICHLER Olivier olivier.bichler at cea.fr
Apply on CEA’s Carrier Site:
https://www.emploi.cea.fr/offre-de-emploi/emploi-chercheur-se-en-architectures-materielles-embarquees-pour-intelligence-artificielle-ia-h-f_22079.aspx
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