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AI Frameworks Engineer

  • Job
    Full-time
    Entry Level / Graduate
  • Software Engineering
  • Hillsboro
    Seattle
    Phoenix
    Santa Clara

AI generated summary

  • You need C++/Python experience, knowledge of Deep Learning frameworks like PyTorch, understanding of algorithms, and internships in AI.
  • You will design, develop, and optimize AI frameworks, implement distributed algorithms, and collaborate with AI researchers and industry partners to optimize CPU and GPU backends.

Requirements

  • 1+ year in C++/Python either through coursework or prior experience.
  • Preferred Qualifications:
  • Research or publications or coursework related to Deep Learning
  • Previous internship experience in the field of AI
  • Experience with Deep Learning frameworks such as PyTorch
  • Understanding of Deep Learning algorithms
  • Developing or optimizing Deep Learning models, especially low precision models
  • MLPerf benchmarks

Responsibilities

  • Conduct, design, and development to build and optimize AI software.
  • Design, develop, and optimize for AI frameworks including contributing to external frameworks (e.g., TensorFlow, PyTorch).
  • Implement various distributed algorithms such as model/data parallel frameworks, and asynchronous data communication in machine learning, and/or deep learning frameworks.
  • Transform computational graph representation of neural network model, and profiles distributed deep learning models to identify performance bottlenecks.
  • Propose solutions across individual component teams including performance libraries and compilers.
  • Optimize for CPU and/or GPU backends and HW features. Interact with AI researchers, customers and industry partners.

FAQs

What kind of products does the Intel Data Center and AI group create?

The Intel Data Center and AI group creates Intel's leading data center CPU, GPU, and AI accelerator products.

What is the focus of the AI SW Engineering division at Intel?

The AI SW Engineering division at Intel is at the leading edge of the AI revolution, covering the AI stack from frameworks like PyTorch and TensorFlow, to higher level and domain SW like Hugging Face, DeepSpeed, and application reference kits.

What kind of atmosphere can be expected in the AI SW Engineering division at Intel?

The AI SW Engineering division at Intel has a strong technical atmosphere, innovation, friendly team-work spirit, and engineers with diverse technical backgrounds.

Technology
Industry
10,001+
Employees
1968
Founded Year

Mission & Purpose

Intel’s mission is to shape the future of technology to help create a better future for the entire world. By pushing forward in fields like AI, analytics and cloud-to-edge technology, Intel’s work is at the heart of countless innovations. From major breakthroughs like self-driving cars and rebuilding the coral reefs, to things that make everyday life better like blockbuster effects and improved shopping experiences — they’re all powered by Intel technology. With a career at Intel, you have the opportunity to help make the future more wonderful for everyone.