- 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
Bachelors Degree in EE or equivalent.
Understanding 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.