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NXP Semiconductors

secure connectivity solutions · automotive semiconductors

Staff Analog Validation Engineer – with AI/ML

MumbaiPosted 30 days ago
Electrical Electronics And Computer Hardware EngineeringStaff+
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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.

Strong hands-on background in: MCU architectures

Embedded systems

Lab bring-up and silicon debug tools (JTAG, logic analyzers, scopes, etc.

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