NS
Staff Analog Validation Engineer – with AI/ML
Accepting applicationsNXP Semiconductors · Pune Division, Maharashtra, India
Full-Time Mid_senior PythonAnalog ValidationCharacterization
Estimated market salary
₹20-37 LPA
This is a SiliconBoard market estimate, not an employer-posted salary.
Posted
3d ago
Category
Design
Experience
Mid_senior
Country
India
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...
Show more Show less
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...
Show more Show less