Mobileye
Mobileye
Mobileye razvija napredne sisteme za pomoč voznikom in tehnologijo avtonomne vožnje za avtomobilsko industrijo. Podjetje združuje računalniški vid, umetno inteligenco, lastno strojno opremo in programsko opremo za zagotavljanje varnosti vozil pri različnih uporabah, od pomoči vozniku do avtonomnega delovanja. Njegovi sistemi so vgrajeni v več kot 190 milijonov vozil, kar odraža vlogo podjetja Mobileye pri uvajanju avtomobilskih tehnologij, ki temeljijo na računalniškem vidu, v množično proizvodnjo.

Senior Deep Learning Researcher, Autonomous Vehicles

Research and develop deep learning systems for Mobileye’s autonomous vehicles, including large-scale neural networks built for its EyeQ chip. Improve model performance and bring research into production.

Opis

  • Develop and train deep learning models optimized for Mobileye’s custom EyeQ chip.
  • Create large-scale, multi-task neural networks for Mobileye’s autonomous driving system.
  • Solve end-to-end deep learning problems and deploy solutions in real-world systems.
  • Design new model architectures and use advanced training methods.
  • Optimize model performance within strict constraints.
  • Partner with software and hardware teams to turn research into production systems.
  • Help shape the core neural network architecture used in Mobileye’s flagship autonomous vehicle products.

Zahteve

  • PhD in Computer Science or a related field; exceptional candidates with an MSc may be considered.
  • At least 4 years of hands-on experience developing deep learning algorithms in Python.
  • Experience building end-to-end deep learning pipelines covering data preparation, training, evaluation, and deployment.
  • Proficiency with at least one deep learning framework, such as TensorFlow or PyTorch.
  • Strong problem-solving skills and a research-focused approach.
  • Industry experience in deep learning or software development is an advantage.
  • Familiarity with hardware-aware model optimization is an advantage.
  • Experience with cloud platforms such as AWS, Docker, and Linux environments is an advantage.
  • Publications or contributions in deep learning, neural architecture search, knowledge distillation, or multi-task learning are an advantage.

Sorodna delovna mesta

Terumo Medical Corporation

Region Manager, Terumo Interventional Systems Sales

Terumo Medical Corporation

Lead medical device sales across a North Central New Jersey region, managing field teams and hospital relationships. Drive regional revenue, sales performance, and compliant promotion of Terumo Interventional Systems products.

Odpri