Simulation & Modeling Algorithm Engineer - iPhone
Core
Analyze vast iPhone field datasets to optimize battery life, enhance user experience, and improve power management through data analysis and machine learning.
Role type
Data Analysis Engineer (Power Optimization)
Builds
Automated power data collection infrastructure and visualization tools for iPhone power performance
Domain
Consumer Electronics / Mobile Hardware / Power Systems
Deliverable
production ML models
Required skills
Machine learning (regression, classification, clustering), Data analysis, Control systems, Matlab, C/C++, R, Python
Preferred skills
Probability and statistics, Algorithms, Mathematics, Large-scale data processing
Responsibilities
Perform in-depth data analytics on multi-generation iPhone datasets to find power optimization opportunities, Apply machine learning techniques to analyze field data and guide design decisions, Support and enhance automated power data collection infrastructure, Create visualization tools for interpreting power performance data, Lead detailed power analysis of key use cases to identify improvement areas, Research and develop innovative power-saving algorithms
Seniority
Mid-level, hands-on IC
