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FRFraunhofer-Gesellschaft

PhD - AI Methods for CMOS Circuit Design(m/w/x)

Freiburg im Breisgau
Full-time, Part-timeOn-site
AI/ML

Developing automated design tools with AI for silicon digital circuits at a large applied research organization. Initial experience with CMOS component circuit design, design-flow tools, Python, and AI frameworks required. State-of-the-art research infrastructure, freedom in own research.

Requirements

  • Completed university degree (Master's) in electrical engineering, communications engineering, computer science, microsystems engineering, or comparable field
  • Knowledge of functionality of CMOS digital circuits and technologies for implementing CMOS
  • Initial experience in digital field regarding circuit design of CMOS components (i.e. with VHDL or SystemVerilog)
  • Knowledge of digital design processes from RTL to GDSII
  • Experience in using Design-Flow-Tools (i.e. Xcelium, Genus, Innovus) and script languages (especially Python) and AI frameworks (i.e. TensorFlow, PyTorch)
  • Independent, scientific working style and quick learning abilities
  • Good English skills, strong teamwork and communication skills, and passion for experimental work

Tasks

  • Analyze design and layout flows for CMOS silicon digital circuits
  • Design components of digital circuits
  • Develop automated design tools using AI
  • Utilize cutting-edge CMOS-based IC technologies for research

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • VHDL
  • SystemVerilog
  • Xcelium
  • Genus
  • Innovus
  • Python
  • TensorFlow
  • PyTorch

Benefits

Other Benefits

  • 100% remuneration according to TVöD
  • Continuous participation in research discourse

Modern Equipment

  • State-of-the-art research infrastructure

Diverse Work

  • Diverse research areas

Purpose-Driven Work

  • Freedom in own research

Informal Culture

  • Exchange with colleagues

Learning & Development

  • Personal development opportunities
  • Training programs

Additional Allowances

  • Participation in international conferences
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