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NXP Semiconductors

secure connectivity solutions · automotive semiconductors

Staff Analog Validation Engineer with AI/ML (Pune)

MumbaiPosted 1 month ago
Electrical Electronics And Computer Hardware EngineeringStaff+Full Time; Regular
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We are seeking a talented Analog Validation Engineer with AI/ML expertise to join our Silicon Validation team focused on next-generation MCU products. Analog & Mixed-Signal Validation - Develop and execute validation plans for analog and mixed-signal IPs in MCU and MPU products. - Perform electrical characterization across: - Voltage - Temperature - Process corners - Frequency ranges - Validate analog subsystems including: - PLLs and Oscillators - ADCs and DACs - Voltage Regulators (LDO/DC-DC) - Power Management Units (PMU) - Comparators and Sensors - Clocking and Reset architectures - High-speed interfaces - Execute shmoo analysis, margin testing, stress testing, and reliability characterization. - Correlate silicon measurements against design and simulation expectations. - Identify, debug, and root-cause silicon issues working closely with design teams AI/ML for Analog Validation - Develop AI/ML solutions for: - Anomaly detection in characterization data - Automated failure clustering - Root-cause prediction - Outlier identification - Trend analysis across silicon generations - Apply machine learning techniques to: - Predict silicon performance variations - Identify manufacturing and process-related anomalies - Optimize validation coverage - Accelerate debug cycles - Build intelligent dashboards and predictive analytics tools supporting validation teams. Job Qualification - Bachelor's or Master's degree in Electrical/Electronics/Computer Engineering (or related). - 7 years of experience in semiconductor validation (analog), product engineering, or silicon debug. - Solid hands-on background in: - MCU architectures - Embedded systems - Lab bring-up and silicon debug tools (JTAG, logic analyzers, scopes, etc. More information about NXP in India. .

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