Senior Engineer, Research Science Engineering
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About the role
Analog Devices develops semiconductor technologies that connect the physical and digital worlds. This engineer will develop and validate compact device models and apply machine learning and automation to improve parameter extraction.
What you'll do
- Develop and maintain compact models for CMOS, BJT, and LDMOS devices
- Create SPICE compact models and validate them against measured device data
- Debug convergence challenges in circuit simulations
- Develop machine-learning methods for parameter extraction and optimization
- Automate extraction tasks and generate reports
Skills
Must have
- Semiconductor device physics
- Circuit simulation
- Compact modeling
- Optimization algorithms
- Data correlation
- Automated extraction processes
Nice to have
- Semiconductor device characterization
- Device measurement techniques
- Python
- Verilog-a
- Deep learning
- Neural networks
- Scientific machine learning
Tools
- Spice
- PyTorch
- TensorFlow
- Jax
Who it's for
- Education
- PhD
- Degree
- semiconductor device physics, characterization, modeling
- Domain
- semiconductors
About Analog Devices
Analog Devices has 34 open roles in Bangalore, at Analog Devices India, Bengaluru. See every Analog Devices role.
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