SoC Machine Learning Design Engineer
Core
Designing generative AI and machine learning solutions to optimize efficiency, quality, and speed in SoC design processes including RTL Design, Verification, and Power/Performance/Area.
Role type
Senior IC machine learning design engineer (SoC)
Builds
Optimized SoC design flows and methodologies for Apple application processors
Domain
Semiconductor / Chip Design / Machine Learning
Deliverable
production ML models
Required skills
Generative AI, Deep neural networks, Reinforcement learning, RAG systems, AI evaluation frameworks, Hardware description languages (Verilog/SystemVerilog/VHDL), Deep learning frameworks (PyTorch/TensorFlow/JAX/MLX), Chip design verification flows
Preferred skills
Prior leadership experience, Master's or PhD with publications, AI coding assistants, AI infrastructure protocols (MCP), Static timing analysis, CDC/RDC
Technologies
PyTorch, TensorFlow, JAX, MLX, UVM, SystemVerilog, Verilog, VHDL
Responsibilities
Develop generative AI and ML solutions for RTL Design, Verification, and Power/Performance/Area; Collaborate with internal multi-functional teams and AIML organization; Tailor ML solutions to domain-specific chip design needs; Keep abreast of emerging ML and chip design technologies
Seniority
Senior, hands-on IC
