Staff Analog Validation Engineer – with AI/ML
NXP Semiconductors · Pune ·
- Seniority
- Staff
- Category
- ML ai
- Experience
- 7+ years
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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