SoC Machine Learning Design Engineer
About the role
Join Apple’s SoC design machine learning team to develop and implement ML-driven methodologies and solutions that optimize RTL design, verification, and power/performance/area efforts across the chip-design process. Collaborate with cross-functional teams and AIML to keep solutions state-of-the-art, with opportunities to contribute to generative AI and ML optimizations for next-generation Apple application processors.
Responsibilities
- Develop and implement methodologies and solutions with high impact on SoC design and related functions from design to validation.
- Build and deploy generative AI and machine learning solutions to optimize RTL design, verification, and PPA (Power/Performance/Area) efforts.
- Collaborate with internal multi-functional teams and the Apple AIML organization to tailor ML solutions to domain-specific needs.
- Stay current with emerging ML and chip-design technologies to maintain state-of-the-art capabilities.
- Possibly provide leadership and mentorship within the team.
Qualifications
- Minimum of BS + 3 years relevant industry experience.
- Practical experience and knowledge of generative AI and modern machine learning methods.
- Experience with RAG systems including embedding models, retrieval strategies, and context optimization techniques; Generative AI pipeline development; AI evaluation and testing proficiency including test suite design and human evaluation frameworks; AI coding assistants; AI infrastructure protocols such as MCP.
- Experience with Deep neural networks and reinforcement learning (a plus).
- Solid math background and understanding of algorithms and data structures.
- Experience with current deep learning frameworks (PyTorch, TensorFlow, JAX or MLX).
- Experience with hardware description languages (Verilog, SystemVerilog or VHDL).
- Experience with chip design and verification front-end flows is a plus (e.g., UVM testbenches, Static timing analysis, CDC/RDC).
- Strong communication and collaboration skills for cross-functional teamwork.
- Master’s or PhD with relevant publications preferred but not required.
Skills
Benefits
- Equal opportunity employer with commitment to inclusion and diversity.
- Accessibility and accommodation information available.
- Ongoing applications accepted for posting.
About Apple
Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, and expert device support.
Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, and expert device support.
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