SoC Machine Learning Design Engineer
Core
Designing machine learning solutions to optimize efficiency, quality, and speed in SoC design processes including RTL Design, Verification, and Power/Performance/Area efforts.
Role type
Senior IC machine learning design engineer (SoC)
Builds
Optimized application processors and chip design flows
Domain
Semiconductor / Chip Design / Machine Learning
Deliverable
production ML models
Required skills
Machine learning, Generative AI, Deep neural networks, Reinforcement learning, Hardware description languages (Verilog, SystemVerilog, VHDL), Deep learning frameworks (PyTorch, TensorFlow, JAX, MLX), Static timing analysis, CDC/RDC
Preferred skills
RAG systems, AI evaluation and testing, AI coding assistants, AI infrastructure protocols (MCP), UVM testbenches, Master's or PhD with publications
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