- 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 10 years relevant industry experience
Deep knowledge of signal processing and communication systems
Strong analytical skills (linear algebra, random processes, detection and estimation, etc.)
Experience with Matlab, C/C++, Python for algorithm development.
Preferred Qualifications
Experience with AI/ML applications in wireless communication is strongly desirable.
Strong background in AI/ML and familiarity with the tools such as PyTorch and TensorFlow.
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.