Cellular RF Transmitter Systems Engineer
Core
Design and prototype machine learning models (neural networks, reinforcement learning) for RF transmitter applications like power control, calibration, and digital pre-distortion.
Role type
Senior IC RF Transmitter Systems Engineer (ML focus)
Builds
Differentiating transmit architectures and solutions for Apple's wireless products
Domain
Telecommunications / Cellular RF / Machine Learning
Deliverable
production ML models
Required skills
RF transmitter architecture design, 3GPP standards (5G NR, LTE), RF algorithms (power control, calibration), classical machine learning, neural networks, reinforcement learning, Python/MATLAB simulation
Preferred skills
Digital signal processing, SoC integration constraints, multi-chip RF architectures
Technologies
Python, MATLAB, RFICs
Responsibilities
Translate system-level requirements into TX line-up and feature specs; specify RF algorithms and control infrastructure; research and prototype ML models for RF applications; develop simulation environments; analyze simulation data to evaluate model performance.
Seniority
Senior, hands-on IC
