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Senior VLSI CAD and AI Automation Engineer

NVIDIA·ישראל·en
לא צויןמשרה מלאהAI EngineeringSemiconductor Manufacturing

Develop and deploy AI-driven CAD solutions and automation flows for VLSI design, verification, and physical implementation in a semiconductor engineering environment.

תחומי אחריות

  • Develop and integrate AI-powered CAD solutions for VLSI design, verification, and implementation
  • Identify opportunities to improve VLSI workflows with design, verification, and CAD teams
  • Research, prototype, and deploy AI-based algorithms
  • Build and maintain automation infrastructure and scripts for AI-enabled CAD flows
  • Evaluate emerging AI technologies and methods for the CAD environment
  • Assess AI solutions against design quality, performance, and productivity goals
  • Provide technical support and training on AI-enabled CAD workflows

דרישות

  • Bachelor’s or master’s degree in electrical engineering, computer engineering, computer science, or equivalent experience
  • At least 5 years of VLSI CAD tool development experience with AI/ML integration into EDA workflows
  • Proficiency in Python and at least one AI/ML framework, such as TensorFlow, PyTorch, or scikit-learn
  • Hands-on experience with VLSI physical design and industry-standard EDA tools such as Synopsys or Cadence
  • Knowledge of data preprocessing, feature engineering, and model deployment
  • Experience with Python, Perl, Tcl, and Make automation scripts
  • Strong analytical, communication, and cross-functional collaboration skills

יתרון

  • Production deployment of AI/ML models in VLSI CAD environments
  • Open-source AI/EDA contributions or relevant publications
  • Expertise in timing closure, power optimization, or yield enhancement
  • Experience with cloud or distributed computing for large-scale AI workloads

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