Automotive Systems Engineer
Core
Design, develop, and maintain system performance models for Snapdragon SoCs to simulate automotive use cases, analyze performance/power/thermal metrics, and support new SoC product definition.
Role type
Senior IC Automotive Systems Engineer (SoC Performance Modeling)
Builds
System performance models, analysis reports, and simulation platforms for automotive digital cockpit and ADAS/AV solutions.
Domain
Automotive semiconductor / SoC architecture / System modeling
Deliverable
production ML models
Required skills
SoC performance modeling, behavioral modeling for IP (ISP, NPU, GPU), C/C++, SystemC, Python, use case concurrency analysis, on-silicon analysis, dataflow validation, automation scripting (Python/Perl), version control (Git), database management
Preferred skills
Machine learning implementation, IP HW architecture (CPU, GPU, NPU, ISP), automotive SoC project experience, user web interface development
Technologies
Snapdragon SoC, SystemC, Python, C/C++, Git, Jenkins, UML
Responsibilities
Implement performance analysis methodology for product-level decision making; Develop and maintain platforms for scalable modeling of complex automotive use cases; Work with SW teams to prepare and maintain measurement databases; Model SoC level use cases for automotive concurrencies; Support on-silicon analysis of use case dataflows and provide system optimization guidance; Create automation of workloads/testcases based on Python scripts or modeling languages; Maintain repository of archived data and documentation.
Seniority
Senior, hands-on IC
