Deep learning software engineer
Intel Corporation
Timisoara, RO
2 zile în urmă

Job Description

  • Conduct design and development to build and optimize deep learning software.
  • Design, develop & optimize for deep learning training and inference frameworks.
  • Implement various distributed algorithms such as model / data parallel frameworks, parameter servers, dataflow based asynchronous data communication in deep learning frameworks.
  • Transform computational graph representation of neural network model.
  • Develop deep learning primitives in math libraries.
  • Profile distributed DL models to identify performance bottlenecks and propose solutions across individual component teams.
  • Optimizing code for various computing hardware backends.
  • Interacting with deep learning researchers and experience with deep learning frameworks.
  • Qualifications

    In this position you will be a part of IOTG VPU IP team developing software stack for deployment of Deep Learning and traditional Computer Vision algorithms on the hardware accelerator.

    Your responsibilities will include :

  • Integration of Computer Vision algorithms in complex video processing applications;
  • Design and implementation of task and resource scheduling algorithms;
  • Implementation of low-level kernels for embedded class hardware.
  • Qualifications :

  • BS / MS in Computer Science, Computer Engineering or a similar field
  • At least 3-4 years of experience in programming
  • Excellent C++ programming skills
  • Understanding of multithreading and multithreaded application design
  • Understanding of modern compiler architecture and code compilation process
  • The following will be an additional advantage :

  • Experience in low level optimization, vectorization
  • Knowledge of modern processor architecture
  • Knowledge of Intel architecture
  • Experience with Deep Learning frameworks (TF, Caffe, PyTorch, OpenCV, etc.)
  • Experience in Linux system programming or embedded
  • Spoken and written English : upper-intermediate level or advanced
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