Senior Deep Learning Software Engineer
Intel Corporation
Gdansk, PL
1 min. temu

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

The candidate should have proven track record of a leadership role in machine learning and deep learning demonstrated by patents, publications, product delivery or other means.

The candidate should have some of the following qualifications :

  • Experience in deep learning frameworks such as PyTorch, TensorFlow, etc.
  • Have improved performance for one of the frameworks
  • Have implemented new model on one of the frameworks
  • Have ported a model from one framework to another
  • Have used existing model to improve state-of-art of empirical problem is a plus
  • The experience of performance library design / development is a plus
  • CPU, GPU, AI accelerators
  • Performance optimization tuning
  • High performance computing
  • Excellent written and oral communication skills and be able to clearly communicate technical details and concepts
  • Professional C++ skills
  • Experience with Python
  • Graduate degree in computer science, software engineering, mathematics, deep learning or related field
  • Teamwork and global collaboration
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