HomeData Science JobsIntel | Hiring | Deep Learning Software Engineer | BigDataKB.com | 08-04-22

Intel | Hiring | Deep Learning Software Engineer | BigDataKB.com | 08-04-22

Job Location: Santa Clara, CA

Job Description

Conduct design and development to build and optimize deep learning software. Design, develop and 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.

The ideal candidate should exhibit the following behavior skills:

  • Strong communication skills
  • Work well in a team environment


Qualifications

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You must possess the below minimum qualifications to be initially considered for this position. Experience listed below would be obtained through a combination of your school-work/ classes/ research and/or relevant previous job and/or internship experiences.

Minimum Qualifications:

  • Masters with 1 or more years of experience relevant industry experience in Computer Science or Computer Engineering or Electrical Engineering or AI or computer vision or SW Engineering or Physics or Mechanical Engineering or related technical discipline .

2+ years of experience with the following skills:

  • Excellent Programming skills in languages like Python, C/C++ and CUDA Low level programming and performance optimization skills for CPU and GPU including code generation, performance optimization, distributed compute and resource management.
  • Understanding of Deep Learning algorithms
  • Familiarity with DL frameworks (e.g. TensorFlow, PyTorch, Mxnet, etc.)
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Preferred Qualifications:

  • Experience in Machine Learning infrastructure development and optimization (framework, ML pipeline, deployment)
  • Experience in CUDA, OpenCL and GPU programming including compute kernel development and optimizations
  • Experience in Machine Learning acceleration through model compression, quantization and distillation.
  • Experience in high performance computing, high performance networking, distributed computing algorithms and systems
  • Experience in cloud computing and system integration


Inside this Business Group

Enable amazing computing experiences with Intel Software continues to shape the way people think about computing – across CPU, GPU, and FPGA architectures. Get your hands on new technology and collaborate with some of the smartest people in the business. Our developers and software engineers work in all software layers, across multiple operating systems and platforms to enable cutting-edge solutions. Ready to solve some of the most complex software challenges? Explore an impactful and innovative career in Software.


Intel strongly encourages employees to be vaccinated against COVID-19. Intel aligns to federal, state, and local laws and as a contractor to the U.S. Government is subject to government mandates that may be issued. Intel policies for COVID-19 including guidance about testing and vaccination are subject to change over time.


Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.


Work Model for this Role

This role is available as fully home-based and generally would require you to attend Intel sites only occasionally based on business need.

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