SoC Power Analysis and Optimization Engineer

About This Role

Join the Silicon Engineering group to automate SoC power optimization, create power metrics, and explore machine learning approaches to improve power efficiency across IPs in Apple's products.

Responsibilities

• Drive the automation for SOC power optimization
• Work with SOC power team members to automate power analysis and optimization tasks
• Explore new methodologies to analyze power data and create power metrics to identify optimization opportunities
• Drive an automated approach to improve SOC power efficiency across IPs
• Explore machine learning approaches to optimize SOC power, including training data preparation and research on ML-based solutions for power simulation, optimization, and modeling
• Collaborate with cross-functional teams to deploy power optimization automation, review results, and improve methodology

Requirements

• Familiarity with machine learning algorithms and programming
• Familiarity with scripting in Python
• Familiarity with ASIC power analysis and optimization
• Familiarity with SOC design flow and methodology
• Familiarity with Verilog and System Verilog
• Familiarity with computer architecture, logic and circuits design
• Strong communication skills

Nice to Have

• MSEE
• Familiarity with signal processing
• Silicon power measurement experience
• SOC power modeling, low power design and power optimization experience

Skills

* Required skills

Benefits