RF Modeling Systems Engineer
Description
- Model, design, and simulate state-of-the-art RF for 4G/5G/6G modem wireless communication systems. - Implement system models and perform detailed performance investigations to allow performance sign-off. - Collaborate with RF systems and analog circuit designers to capture designs and develop models. - Develop AI/ML modem solutions and mitigation techniques.
Minimum Qualifications
BS and a minimum of 3 years relevant industry experience Deep knowledge of signal processing and communication systems Strong analytical skills (linear algebra, random processes, detection and estimation, etc.) Strong background in AI/ML and familiarity with the tools such as PyTorch and TensorFlow Experience with Matlab, C/C++, Python for algorithm development.
Preferred Qualifications
Experience with AI/ML applications in wireless communication is strongly desirable. Familiarity with RF impairments (phase noise, DC offset, IQ imbalance, inter-modulation, etc), their impact on modem performance, and RF mitigation techniques. Knowledge of RF/analog components (LNA, filters, mixers, ADC/DAC), digital front-end processing, automatic gain control. Knowledge of cellular communication standards: 5GNR, 4G LTE. Knowledge of RF systems and design flows with hands-on experience in lab testing & characterization.
Average salary estimate
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