Research Scientist for Deep Learning

Bosch

(Palo Alto, California)
Full Time
Job Posting Details
About Bosch

As a leading supplier in the automotive industry, Robert Bosch LLC has made its Farmington Hills and Plymouth Michigan facilities the headquarters for its North American automotive businesses.

Responsibilities
  • Drive adoption of Deep Learning (DL) based systems into next-generation of Bosch products
  • Build prototypes of DL systems to show proof-of-concepts and transfer to Bosch business units
  • Research and develop novel deep architectures and algorithms
  • Continuously evaluate state-of-art deep learning algorithms and advances in DL software frameworks
  • Publish research findings in top conferences and journals
  • Establish strong tie-ups with DL experts in academia through collaborations and joint scientific publications
Ideal Candidate
  • PhD in Computer Science or related disciplines with 3+ years of experience in with focus on Deep Learning, neural networks and/or feature discovery
  • In depth knowledge of different aspects of deep learning including architectural design (CNN, RNN, LSTM, dropout, pooling etc.) and optimization
  • Strong understanding of machine learning algorithms & principles, and numerical optimization
  • Proven programming skills, in at least two of the following languages: C, C++, Python, Java, Scala
  • Experience working with GPUs and sensor data processing is desired
  • Familiarity with DL frameworks such as Caffe, Theano, Torch or TensorFlow with strong experience in at least one of them
  • Strong publication record (e.g. NIPS, ICML, AAAI, ICLR) required

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Palo Alto, California
Skills Desired
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  • Algorithms
  • C++
  • Data Processing
  • Java
  • Programming
  • Python
  • Scala
  • Machine Learning
  • Computer Science
  • Architectural Design
  • Graphics Processing Unit
  • Recurrent Neural Network (RNN)
  • Convolutional Neural Network (CNN)
  • TensorFlow
  • Torch
  • Theano
  • Neural Information Processing System (NIPS)
  • Association for the Advancement of Artificial Intelligence (AAAI)

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