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NXP Semiconductors

Staff Analog Validation Engineer – with AI/ML

Engineering

Employment

Full-time
From the employer

Full time

Level

Staff

Category

Engineering
Not doable from Austria

Country assessment

Not doable from Austria because it is tied to an office and never says it can be done remotely.

Our assessment is guidance. Confirm arrangements with the employer.

Skills mentioned in this posting

ML/AI

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:
    • 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...

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