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Battery Machine Learning Algorithm Engineer

Overview
Appleapple.comPosted 13 days ago
San Diego, CA, USمن مقر العمل
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مستوى الخبرة
Senior
نوع الوظيفة
دوام كامل
الخبرة العملية
10+ years
التخصص
Machine learning & AI

نبذة عن الوظيفة

Envision what you could do here. At Apple, we believe new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish.

We are looking for an engineer who will develop novel machine learning algorithms, control strategies, and on-device implementations to improve the utility and intelligence of battery systems.

Requirements

PhD and 10+ years relevant industry experience Mathematical modeling experience for nonlinear dynamical systems Experience with physics-informed neural networks or hybrid physics/ML approaches Experience with MPC implementation and real-time optimization

Experience in machine learning (RNNs, LSTMs, Transformers), control theory and optimization (MPC, Kalman filters, convex/nonconvex optimization) Experience in MATLAB/Simulink Experience in C/C++ for embedded systems and Python & ML frameworks (PyTorch, TensorFlow)

Key skills

  • Machine Learning
  • MATLAB
  • C++
  • Python
  • PyTorch
  • TensorFlow