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

il y a 2 semaines


Palaiseau, Île-de-France CEA Temps plein
Job Title: Research Engineer in AI-assisted Methods for Model Generation and Simulation of SoC Designs

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).

Job Summary

The successful candidate will be responsible for developing a simulation environment for chiplet-based SoC architecture, using AI-driven methodologies to improve existing EDA flow. This role requires strong expertise in AI, machine learning, and deep learning methods, as well as experience with SoC high-level simulation frameworks and EDA tools.

Responsibilities
  • Develop and implement AI-based model generation methodologies for computing platform simulation.
  • Integrate the generated models into a simulation environment 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.
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

The position is located at CEA's Saclay site in France, Ile-de-France, Essonne (91).



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