15 hours ago
Cupertino, CA, USA or San Diego, CA, USAMid Level
H1B sponsor
Responsibilities
- Develop novel machine learning algorithms for battery systems.
- Create control strategies using control theory, model predictive control, Kalman filters, and optimization.
- Implement algorithms on-device for battery systems.
- Apply mathematical modeling to nonlinear dynamical systems and real-time optimization.
Requirements
- Experience with machine learning methods including RNNs, LSTMs, and Transformers.
- Experience with control theory and optimization, including MPC, Kalman filters, and convex or nonconvex optimization.
- Experience with MATLAB and Simulink.
- Preferred: PhD and 3+ years of relevant industry experience.
- Preferred: experience with nonlinear dynamical-system modeling, embedded C/C++, Python, PyTorch, TensorFlow, physics-informed neural networks, hybrid physics/ML approaches, MPC implementation, and real-time optimization.
Categories
About Apple
Apple designs and sells consumer electronics, software, and services for consumers and professionals worldwide, including iPhone, Mac, iPad, Apple Watch, and AirPods, plus platforms like iOS/macOS and services such as the App Store, iCloud, Music, and TV+. Its business combines device sales with services and subscriptions and in-house silicon design. Founded in 1976, Apple is headquartered in Cupertino, California, and trades on NASDAQ as AAPL.