12 days old

AI Frameworks Build and Release Engineer

Intel
Atlanta, GA 30303
  • Job Code
    JR0214442
Job Description
  • Conducts design and development to build and optimize AI software.

  • Designs, develops, and optimizes for AI frameworks (e.g., OpenVINO) and to contribute to external frameworks (e.g., TensorFlow, PyTorch).

  • Implements various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in machine learning, and/or deep learning frameworks.

  • Transforms computational graph representation of neural network model, and develops machine learning and/or deep learning primitives in mathematical libraries.

  • Profiles distributed deep learning models to identify performance bottlenecks and proposes solutions across individual component teams.

  • Optimizes code for various computing hardware backends, and interacts with machine learning and/or deep learning researchers, and utilizing experience with machine learning and/or deep learning frameworks.


Qualifications

Minimum qualifications are required to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

Minimum Qualifications:

  • Bachelors with 2 or more years, having or expecting a Masters degree in Computer Science.

OR

  • Electrical Engineering, Computer Engineering, or related technical discipline by Summer 2022.

One or more years of experience with the following technical skills:

  • Familiar with deep learning algorithms and models.

  • Excellent performance analysis and tuning skills.

  • Proven track record of deliver result in time on short release cycle.

  • Excellent development and debugging skills.

  • Experience in deep learning frameworks such as Tensor Flow and PyTorch.

  • The candidate should be solid on at least two of the three programming languages (Python/C++/Java).

  • Experience working with Windows and Visual studio.

  • The candidate should have experience building and troubleshooting issues with both Linux and Windows systems, e.g. native windows, Windows in VMs, Cygwin, WSL, different Linux variants etc.


Preferred Qualifications:

  • Have LLVM/Clang experience.

  • Have improved performance for one of the frameworks is a plus.

  • Have implemented new model on one of the frameworks is a plus.

  • Have ported a model from one framework to another is a plus.

  • Have used existing model to improve state-of-art of empirical problem is a plus.

  • Have used Bazel and Jenkins is a plus.


Requirements listed would be obtained through a combination of industry relevant job experience, internship experiences and or schoolwork/classes/research.

Inside this Business Group

The Machine Learning Performance (MLP) division is at the leading edge of the AI revolution at Intel, covering the full stack from applied ML to ML / DL and data analytics frameworks, to Intel oneAPI AI libraries, and CPU/GPU HW/SW co-design for AI acceleration. It is an organization with a strong technical atmosphere, innovation, friendly team-work spirit, and engineers with diverse backgrounds. The Deep Learning Frameworks and Libraries (DLFL) department is responsible for optimizing leading DL frameworks on Intel platforms. We also develop the popular oneAPI Deep Neural Network Library (oneDNN), and new oneDNN Graph library. Our goal is to lead in Deep Learning performance for both the CPU and GPU. We work closely with other Intel business units and industrial partners. 



Other Locations

US, Arizona, Phoenix;US, California, Santa Clara;US, Oregon, Hillsboro


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 will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site.

Posted: 2022-05-10 Expires: 2022-06-11

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AI Frameworks Build and Release Engineer

Intel
Atlanta, GA 30303

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