Research Engineer in AI-assisted Methods for Model Generation and Simulation of SoC Designs
il y a 4 semaines
We are looking for a highly skilled and motivated Research Engineer to join our team to develop cutting-edge technology in the field of Electronic Design Automation (EDA) .
In the context of a national project, you will be responsible for developing a simulation environment for chiplet-based SoC architecture, using AI-driven methodologies to improve existing EDA flow. You will work in close cooperation with our interdisciplinary team of engineers and researchers on innovative research projects at European and national level as well as in industrial partnerships.
Responsibilities:
- Develop and implement an AI-based model generation methodologies for computing platform simulation. The generated models will cover functional behavior for software validation as well as performance prediction of the hardware platform.
- Integration of the generated models into a simulation environment (virtual prototype) targeting chiplet-based architectures
- Evaluate the performance and effectiveness of the proposed solution.
- Stay ahead of advances and best practices in AI, SoC design, and related fields and contribute to CEA's intellectual property through patents and publications.
Profil recherché
Required qualifications:
- Ph.D. or Master's degree in Electrical Engineering, Computer Science, or a related field.
- Proficiency in programming languages such as C/C++ and Python, and experience with relevant libraries/frameworks.
- Strong background in AI, machine learning, and deep learning methods, such as GNN and LLM.
- Experience in SoC high-level simulation frameworks utilizing QEMU and SystemC or lower-level RTL description languages (e.g. VHDL, Verilog, SystemVerilog) .
- A strong willingness to learn.
Preferred Qualifications
- Solid understanding of SoC architectures and EDA tools.
- Excellent problem-solving skills and ability to work both independently and collaboratively in a fast-paced research environment.
- Strong communication and interpersonal skills with the ability to present complex ideas clearly and effectively.
Présentation de Cea
Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.
Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un socle de recherche fondamentale. Le CEA s'engage depuis plus de 75 ans au service de la souveraineté scientifique, technologique et industrielle de la France et de l'Europe pour un présent et un avenir mieux maîtrisés et plus sûrs.
Implanté au cœur des territoires équipés de très grandes infrastructures de recherche, le CEA dispose d'un large éventail de partenaires académiques et industriels en France, en Europe et à l'international.
Les 20 000 collaboratrices et collaborateurs du CEA partagent trois valeurs fondamentales :
• La conscience des responsabilités
• La coopération
• La curiosité
-
PALAISEAU, France CEA Temps pleinWe are looking for a highly skilled and motivated Research Engineer to join our team to develop cutting-edge technology in the field of Electronic Design Automation (EDA).In the context of a national project, you will BE responsible for developing a simulation environment for chiplet-based SoC architecture, using AI-driven methodologies to improve existing...
-
PALAISEAU, 91120, Palaiseau, France CEA Temps pleinWe are looking for a highly skilled and motivated Research Engineer to join our team to develop cutting-edge technology in the field of Electronic Design Automation (EDA).In the context of a national project, you will BE responsible for developing a simulation environment for chiplet-based SoC architecture, using AI-driven methodologies to improve existing...
-
Palaiseau, Île-de-France Cea Temps pleinWe are looking for a highly skilled and motivated Research Engineer to join our team to develop cutting-edge technology in the field of Electronic Design Automation (EDA) .In the context of a national project, you will be responsible for developing a simulation environment for chiplet-based SoC architecture, using AI-driven methodologies to improve existing...
-
Palaiseau, Île-de-France Cea Temps pleinWe are looking for a highly skilled and motivated Research Engineer to join our team to develop cutting-edge technology in the field of Electronic Design Automation (EDA) .In the context of a national project, you will be responsible for developing a simulation environment for chiplet-based SoC architecture, using AI-driven methodologies to improve existing...
-
Palaiseau, France CEA Temps pleinPosition description Category Electronics components and equipments Contract Fixed-term contract Job title PhD Position in AI-Assisted Generation of High-Level Models and Simulators for Hardware Design Socio-professional category Non Cadre Contract duration (months) 36 Job description Simulation tools are...
-
Palaiseau, France CEA Temps pleinPosition description Category Electronics components and equipments Contract Fixed-term contract Job title PhD Position in AI-Assisted Generation of High-Level Models and Simulators for Hardware Design Socio-professional category Non Cadre Contract duration (months) 36 Job description Simulation tools are...
-
Palaiseau, France Cea Temps pleinSimulation tools are essential for the design and validation of digital circuits. They use different levels of abstraction to facilitate hardware/software co-design and co-validation. Architecture simulators, called Instruction Set Simulators (ISSs) , provide high-level abstraction for fast functional verification and early design space exploration, while...
-
Palaiseau, Île-de-France Cea Temps pleinSimulation tools are essential for the design and validation of digital circuits. They use different levels of abstraction to facilitate hardware/software co-design and co-validation. Architecture simulators, called Instruction Set Simulators (ISSs) , provide high-level abstraction for fast functional verification and early design space exploration, while...
-
Palaiseau, Île-de-France Cea Temps pleinSimulation tools are essential for the design and validation of digital circuits. They use different levels of abstraction to facilitate hardware/software co-design and co-validation. Architecture simulators, called Instruction Set Simulators (ISSs) , provide high-level abstraction for fast functional verification and early design space exploration, while...
-
PALAISEAU, 91120, Palaiseau, France CEA Temps pleinSimulation tools are essential for the design and validation of digital circuits. They use different levels of abstraction to facilitate hardware/software co-design and co-validation. Architecture simulators, called Instruction Set Simulators (ISSs), provide high-level abstraction for fast functional verification and early design space exploration, while...
-
Palaiseau, France CEA Temps pleinPosition description Category Mathematics, information, scientific, software Contract Fixed-term contract Job title Research Engineer in Model-Based Engineering for Security Assurance of Medical Devices H/F Socio-professional category Executive Contract duration (months) 24 Job description Advances in healthcare...
-
Palaiseau, France CEA Temps pleinPosition description Category Mathematics, information, scientific, software Contract Fixed-term contract Job title Research Engineer in Model-Based Engineering for Security Assurance of Medical Devices H/F Socio-professional category Executive Contract duration (months) 24 Job description Advances in healthcare...
-
PALAISEAU, 91120, Palaiseau, France CEA Temps pleinAdvances in healthcare IT systems have resulted in complex socio-technical architectures, which deliver integrated and patient-centered services. All these transformations, in addition to clinical benefits, introduce risks including security risks that need to BE understood, managed, and reduced to acceptable levels. There are numerous reports of new types...
-
Palaiseau, Île-de-France Cea Temps pleinAs a member of a multidisciplinary technological research team comprised of experts in software/hardware analyses through the application of formal methods, you will actively contribute to a national research project dedicated to the development of a predictability toolbox. This toolbox aims to analyze the worst-case temporal behavior of microarchitectures...
-
Large Language Models for Information Extraction
il y a 1 semaine
Palaiseau, France CEA Temps pleinPosition description **Category**: - Mathematics, information, scientific, software **Contract**: - Internship **Job title**: - Large Language Models for Information Extraction H/F **Subject**: - We propose to study the performance of LLMs on Information Extraction tasks. **Contract duration (months)**: - 6 **Job description**: - Large Language...
-
Palaiseau, France Cea Temps pleinAs a member of a multidisciplinary technological research team comprised of experts in software/hardware analyses through the application of formal methods, you will actively contribute to a national research project dedicated to the development of a predictability toolbox. This toolbox aims to analyze the worst-case temporal behavior of microarchitectures...
-
24-097 Integration of Thermal Imaging and Radar for
Il y a 2 mois
Palaiseau, France CNES - Centre National d'Etudes Spatiales Temps pleinDoctorat, 36 mois - Temps plein - Aucune expérience exigée - Maitrise, IEP, IUP, Bac+4 - Digital technologies for remote sensing **Mission**: This doctoral project is part of the Onera "MUSIC" research chair, led by Elise Colin, which focuses on developing innovative image processing and AI techniques for unconventional data. It explores the...
-
24-097 Integration of Thermal Imaging and Radar for
il y a 4 heures
Palaiseau, France CNES - Centre National d'Etudes Spatiales Temps pleinDoctorat, 36 mois - Temps plein - Aucune expérience exigée - Maitrise, IEP, IUP, Bac+4 - Digital technologies for remote sensing **Mission**: This doctoral project is part of the Onera "MUSIC" research chair, led by Elise Colin, which focuses on developing innovative image processing and AI techniques for unconventional data. It explores the...
-
Specialist in Numerical Climate Models
Il y a 2 mois
Palaiseau, France TotalEnergies Temps pleinResearch Innovation&Developpt - PALAISEAU-ROUTE DE SACLAY(FRA) - France - To successfully integrate the electricity and renewable energy businesses, TotalEnergies has created a new entity, OneTech, which brings together all the technical and R&D expertise of the branches (Exploration & Production, Refining & Chemicals, Marketing & Services and Gas,...
-
23-207 Pdoc - Two-temperature Atomization Modeling
il y a 2 semaines
Palaiseau, France CNES - Centre National d'Etudes Spatiales Temps pleinPost-doctorat, 24 mois - Temps plein - Moins de 2 ans d’expérience - Doctorat, Bac+8 - Propulsion **Mission**: == The choice of liquid methane as propellant for the design of new rocket engines brings some new difficulties compared to hydrogen/oxygen engines. One of them is operating conditions involving methane and oxygen both injected liquid through...