N
Nxp
AI Engineer

Staff Analog Validation Engineer – with AI/ML

On-siteStaffAI Engineerposted 2mo ago
Role summaryAI-generated

This role bridges analog hardware validation with AI/ML to optimize MCU silicon testing, requiring expertise in mixed-signal debugging and data-driven reliability analysis. The engineer will leverage ML techniques to automate validation workflows while ensuring next-gen analog subsystems meet performance expectations under extreme conditions.

Skills required

About this role

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
Apply on NxpOpens in new tab
score your resume against this role

Similar open roles

M
NEW

Staff AI Engineer, SMAI

Micron·Hyderabad - Phoenix Aquila, India
On-siteStaffAI Engineer
yesterday
A
NEW

Principal AI Engineer

AVEVA·Bangalore, India; Hyderabad, India
On-siteSeniorAI Engineer
yesterday
SK
Sponsored

Land 5x More Interviews - Resume & Strategy

Shaqeeq Khan·Built this board, coached engineers from Netflix, Google, IBM, Amazon. 100+ grads placed.
CV ReviewLive One on One CallsStrategy
Book A Call
Apply on Nxp