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Nxp
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Silicon Validation & AI/ML Architect
On-siteStaffOtherposted 2mo ago
Role summaryAI-generated
This role demands a seasoned semiconductor expert with deep SoC validation expertise, bridging hardware, firmware, and security domains to lead complex silicon qualification programs. The candidate must excel in cross-functional collaboration while resolving intricate debug challenges across embedded systems and connectivity products.
Skills required
Soc architectureEmbedded system validationPost silicon debugFpga emulationFunctional safety securityCross domain root cause analysisSemiconductor bringupSystem level testingHardware firmware integrationCross functional leadershipAIMachine learningPythonC++CI/CDData scienceDeep learningGenerative AILLMsAgentic AIAnomaly detection
About this role
Education
- M.S./M.Tech/Ph.D. in Electrical Engineering, Computer Engineering, Computer Science, Artificial Intelligence, Machine Learning, or related field.
Experience
- 12+ years of semiconductor industry experience.
- Strong background in MCU, MPU, SoC, or Connectivity product development.
- Proven experience in silicon bring-up, post-silicon validation, system validation, and product qualification.
- Demonstrated leadership in driving large technical initiatives and cross-functional programs.
Silicon Validation Expertise
- Deep understanding of:
- SoC architecture
- Embedded systems
- Silicon validation methodologies
- System-level validation
- Security and Functional Safety concepts
- Pre-silicon (simulation, emulation, FPGA) and post-silicon validation
- Expertise in debug and root-cause analysis across hardware, firmware, and software domains.
Programming & Automation
- Expert-level Python development.
- Strong C/C++ programming skills.
- Experience developing scalable validation automation frameworks.
- Knowledge of CI/CD, remote labs, cloud-based validation, and board farm infrastructures.
AI/ML & Data Science
- Hands-on experience with:
- Machine Learning
- Deep Learning
- Generative AI
- Large Language Models (LLMs)
- Agentic AI systems
- Predictive analytics
- Anomaly detection
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