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Machine Learning Embedded Software Engineer

ID: ML Embedded
Full time
Bucharest
Senior
19-08-2022
Responsibilities

 

  • Design, develop, test and optimize ML/AI software for company MCUs,  MPUs and accelerators;
  • You will be part of a global team developing software and testing infrastructure for ML services on company MCUs and MPUs;
  • Present technical solutions within the team or within larger groups.
Requirements

 

  • Good C and C++ programming skills
  • BS or MS degree in Computer Science, Computer Engineering, or related degree
  • Deep understanding of embedded systems architectures and operating system fundamentals
  • Good knowledge of Linux development environment
  • Good Python skills
  • Good knowledge of Machine Learning concepts: Convolutional Neural Networks, Conv2D, MaxPool, AvgPool, Dense, non-linear activations, quantization
  • Good knowledge of signal processing and common algorithms: matrix algebra, convolution, correlation, Look Up Tables
  • Troubleshooting skills (program debugging, solve compiling issues, solve network miss configurations)
  • Good knowledge of software and algorithms optimizations
  • Interested in and curious about ML/AI
  • Good technical presentation skills
  • Fluency in English written and spoken
Additional Information

The following are pluses:

  • Experience with deep learning frameworks (TensorFlow, Keras, Pytorch) and familiarity with state-of-the-art NN architectures (SSD, MobileNet, ResNet, Yolo)
  • A good understanding of the fundamentals and best practices of traditional machine learning algorithms
  • Experience with low-level device drivers
  • Familiar with ARM architectures (Cortex-M and Cortex-A)
  • Cloud/Edge concepts. Different scenarios of blending cloud with edge
  • Good knowledge of OpenCL and GPU programming
  • Experience with Agile methodology
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