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Staff Analog Validation Engineer – with AI/ML

NXP SemiconductorsIndiaPosted 3w ago
Hardware Design Engineer
Full-time
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Job description

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:VoltageTemperatureProcess cornersFrequency rangesValidate analog subsystems including:PLLs and OscillatorsADCs and DACsVoltage Regulators (LDO/DC-DC)Power Management Units (PMU)Comparators and SensorsClocking and Reset architecturesHigh-speed interfacesExecute 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 dataAutomated failure clusteringRoot-cause predictionOutlier identificationTrend analysis across silicon generationsApply machine learning techniques to:Predict silicon performance variationsIdentify manufacturing and process-related anomaliesOptimize validation coverageAccelerate debug cyclesBuild 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 architecturesEmbedded systemsLab bring-up and silicon debug tools (JTAG, logic analyzers, scopes, etc. More information about NXP in India...