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Staff Analog Validation Engineer – with AI/ML

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Pune
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Posted 1mo ago

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.

More information about NXP in India...

#LI-7013

Skills

  • Machine Learning

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