Research Engineer in AI-assisted Methods for Model Generation and Simulation of SoC Designs H/F

il y a 3 semaines


Palaiseau, Île-de-France CEA Temps plein

Job Title: Research Engineer in AI-assisted Methods for Model Generation and Simulation of SoC Designs H/F

Job Description:

We are seeking a highly skilled Research Engineer to join our team at CEA to develop cutting-edge technology in the field of Electronic Design Automation (EDA). As part of a national project, you will be responsible for developing a simulation environment for chiplet-based SoC architecture, utilizing AI-driven methodologies to enhance the existing EDA flow.

Responsibilities:

Develop and implement AI-based model generation methodologies for computing platform simulation, covering functional behavior for software validation and performance prediction of the hardware platform.

Integrate the generated models into a simulation environment (virtual prototype) targeting chiplet-based architectures.

Evaluate the performance and effectiveness of the proposed solution.

Stay up-to-date with advances and best practices in AI, SoC design, and related fields, contributing to CEA's intellectual property through patents and publications.

Requirements:

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.

Location: Palaiseau, France, Ile-de-France, Essonne (91)

Language: English (Fluent), French (Fluent)



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