Ai for Rf Systems
Vor 2 Tagen
**Description**
**Responsibilities**
- Your work will include the following tasks:
- Develop and maintain simulation environments in Python or MATLAB to model RF systems and test AI algorithms.
- Analyze simulation data to evaluate model performance, identify trade-offs, and propose improvements.
- Collaborate with senior engineers to understand system requirements and translate them into model objectives and constraints.Document your findings, create presentations, and share your results and insights with the broader team.
**Minimum Qualifications**
- Currently enrolled in a BS, MS, or PhD program in Electrical Engineering, Computer Science, or a related field.
- Foundational coursework in RF/microwave engineering, wireless communications, and digital signal processing.
- Solid theoretical understanding of machine learning, including neural networks and reinforcement learning concepts.
- Proficiency in Python and experience with common ML libraries (e.g., PyTorch, TensorFlow, JAX, scikit-learn).
- Strong analytical and problem-solving skills with an eagerness to learn and take on new challenges.
- Excellent communication and collaboration skills.
**Preferred Qualifications**
- Currently pursuing an MS or PhD with a focus on communications or RF systems.
- Familiarity with cellular communication standards (e.g., 5G NR, LTE) and RF transmitter concepts (e.g., power amplifiers, linearity, digital pre-distortion).A passion for building things and a desire to make a tangible impact on future Apple products.
Lebenslauf senden
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