Senior Systems Engineer - Signal Processing, Algorithms and Characterization
Tasks
- Build frameworks for large scale data capture and statistical error analysis
- Correlate silicon errors with simulation models
- Develop DSP solutions for analog impairment mitigation
- Develop Python frameworks for data collection error analysis
- Develop calibration loops and non linearity compensation
- Develop offset correction and residual error estimation
- Improve modeling and simulation fidelity
- Model analog effects on neural network performance
- Productize algorithms with model training compiler firmware teams
- Validate debug optimize analog compute hardware
- Write and modify firmware for productize debug
Perks/Benefits
- N/A
Skills/Tech-stack
Bring-up | Data Analysis | Digital Signal | Digital Signal Processing | Domain analysis | Estimation Theory | Filtering | Firmware Development | Frequency domain | Frequency-domain analysis | Functional Programming | High speed | High-speed communication | Linear Algebra | Linear Regression | MATLAB | Matrix Math | Neural Networks | Nonlinearity Compensation | NumPy | Object-Oriented | Object-oriented programming | Python | Python Data | Python data analysis | RF baseband | RF calibration | SciPy | Signal Processing | Silicon bring-up | Silicon characterization | Statistical Signal Processing
Education
Roles
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