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Deep Learning Compiler Engineer (Remote)
-
Job CodeJR0204534
Do you
have a strong passion for optimizing
cutting-edge deep
learning, HPC,
datacenter, and client SW for maximum performance on the latest HW?
We are looking for individuals who are interested in building the
world's leading deep learning compiler 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 Artificial
Intelligent and Analytics (AIA) 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 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
You
must possess the below minimum qualifications 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.
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:
- Master's with 8 or more years or PhD with 5 years of relevant industry experience in Computer Science or Computer Engineering or Electrical Engineering or related technical discipline.
8 or more years of experience with the following skills:
- Compiler development and/ or 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
- 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
- ML Performance benchmarks
- Exposure to high-performance math libraries
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.
Other
Locations
US, Georgia,
Atlanta;Virtual US and
Canada
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.
Annual Salary
Range for jobs which could be performed in US,
Colorado:
$187,370.00-$299,710.00
Benefits:
We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, and benefit programs. Find more information about our Amazing Benefits here
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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