Deep Learning Compiler Engineer

Intel
Santa Clara, CA 95050
  • Job Code
    JR0188678
Job Description

Do you have a strong passion for optimizing cutting-edge HPC, datacenter, and client SW for maximum performance on the latest HW? We are looking for individuals who are interested in optimizing the world's leading Machine Learning / Deep Learning frameworks for current and future Intel datacenter/client CPUs and GPUs.



This is a product development position with the end goal being high-quality, high-performance, secure product SW that makes the latest cutting-edge HW shine. You will start optimization pre-silicon and have access to HW shortly after it is first powered on. Product innovation and publication is encouraged and there are some opportunities to collaborate with research partners to develop ideas and translate them into the product.



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.

You will lead software development and optimizations in the following areas:

  • Develop MLIR based compiler technology for Deep Learning workloads on Intel CPUs and GPUs.
  • Develop large-scale production software with validation and continuous integration in mind.
  • Collaborate with Frameworks and Math library teams to develop compiler optimizations for Deep Learning domain.
  • Collaborate with open source projects, upstream changes, coordinate internally and externally with cross geographical teams.



An ideal candidate would exhibit behavioral traits that indicate

  • Ability to work in a dynamic and team-oriented environment
  • Ability to work closely with teammates at multiple US sites as well as with closely related teams in other countries working virtually together on the same product
  • Positive can-do attitude, desire to deliver results and winning products
  • Excellent written and oral communication skills
  • You should have a passion for optimization and performance at the low level, close the HW, as well as for good SW engineering practice and usability.


Qualifications

Minimum Qualifications:

Master's with 3 or more years or PhD with 6+ months of relevant industry experience in Computer Science or Computer Engineering or Electrical Engineering, or related technical discipline.

3+ years of experience with the following skills:

  • Compiler development and optimizations
  • Ability to write flawless, readable and maintainable code in C++
  • Solid experience in developing large code base, production software in-house and/or open source community
  • Solid computer architecture knowledge including vector, multicore, and memory hierarchy
  • Deep performance analysis skills


Preferred Qualifications:

Experience with:

  • Performance on Intel CPU, GPU
  • Applications involving linear algebra such as matrix multiply
  • HPC applications and distributed computing
  • Understanding of Deep Learning algorithms
  • Deep Learning frameworks
  • Developing or optimizing Deep Learning models, especially low precision models
  • MLPerf benchmarks
  • Exposure to high-performance math libraries

Inside this Business Group

Intel Architecture, Graphics, and Software (IAGS) brings Intel's technical strategy to life. We have embraced the new reality of competing at a product and solution levelnot just a transistor one. We take pride in reshaping the status quo and thinking exponentially to achieve what's never been done before. We've also built a culture of continuous learning and persistent leadership that provides opportunities to practice until perfection and filter ambitious ideas into execution.



Other Locations

US, Arizona, Phoenix;US, California, San Diego;US, Oregon, Hillsboro


Intel Corporation will require all new U.S. employees to be fully-vaccinated for Covid-19 as a condition of hire unless they have an approved accommodation in place under applicable law. Newly-hired employees will be required to provide proof of vaccination prior to their start date.



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.

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Deep Learning Compiler Engineer

Intel
Santa Clara, CA 95050

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