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Battery Machine Learning Algorithm Engineer

Overview
Appleapple.comPosted 2 weeks ago
San Diego, CA, USPresencial
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Nivel de experiencia
Mid
Tipo de empleo
Tiempo completo
Experiencia laboral
3+ years
Especialización
Machine learning & AI

Sobre el puesto

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 3+ years relevant industry experience Mathematical modeling experience for nonlinear dynamical systems Experience in C/C++ for embedded systems and Python & ML frameworks (PyTorch, TensorFlow) 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

Key skills

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