22 часа назад
Principal Engineer, Automated Derivatives (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Engineer, Automated Derivatives (AI/ML): Building AI-augmented semiconductor design flows for derivative SoCs with an accent on RTL design, functional verification, and physical implementation. Focus on predicting timing and congestion during RTL coding, automating verification of design variants, and accelerating placement and routing convergence.
Location: Austin, Texas; onsite, remote work is not available
Company
is an embedded semiconductor solution provider developing technology for automotive, industrial, infrastructure, and IoT applications.
What you will do
- Lead end-to-end delivery of derivative SoCs across RTL design, functional verification, and physical implementation.
- Build AI-augmented flows that predict timing and congestion bottlenecks before synthesis.
- Develop scripts and generative AI prompts for RTL wrappers, memory maps, bus interconnects, and other design variants.
- Create intelligent verification environments that adapt constraints, coverage goals, and regression priorities for derivative designs.
- Use pattern-recognition models to predict bug-prone RTL modules from complexity metrics and tape-out data.
- Accelerate physical implementation by generating floorplan constraints and reusing placement and routing solutions from parent designs.
Requirements
- Master’s degree in Electrical Engineering, Computer Science, Computer Engineering, or a related field.
- 12–15 years of professional semiconductor industry experience.
- Expertise in SystemVerilog RTL design and UVM-based functional verification.
- Strong understanding of synthesis, place and route, and static timing analysis.
- Expert Python skills for integrating ML models with VCS, Xcelium, Innovus, and ICC2.
- Experience with Tcl/Python feature extraction, Git, and CI/CD pipelines using Jenkins or GitLab.
Culture & Benefits
- Work with a global organization of more than 21,000 engineers and problem solvers across over 30 countries.
- Culture grounded in transparency, agility, global collaboration, innovation, and entrepreneurship.
- Competitive benefits package provided alongside salary.
- Work on semiconductor technology supporting automotive, industrial, infrastructure, and IoT applications.
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