Staff Analog Validation Engineer - with AI/ML
Kinara · Pune · onsite · Posted 56d ago
About a minute. You'll make an account on the way through.
About this role
- 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
- 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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Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
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