Deep Learning Software Engineer

Intel
Santa Clara, CA 95050
  • Job Code
    JR0188491
  • Jobs Rated
    8th
Job Description

Come and join Intel SATG and work on validating and releasing Deep Learning frameworks (e.g. TensorFlow) for latest Intel Xeon CPUs!

Conduct design and test to validate optimized deep learning software. Design, develop, optimize, and test for deep learning training and inference frameworks. Implement and test 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 and test deep learning primitives in math libraries. Profile distributed DL models to identify performance bottlenecks and propose solutions across individual component teams. Optimizing and testing code for various computing hardware backends. Interacting with deep learning researchers and experience with deep learning frameworks. Analyzing and testing cutting-edge machine learning frameworks and deep learning tools and software stacks. Design and develop automated test environments for deep learning software. Define, implement, and execute well-structured test plans and test cases. Provide design input on testability and quality. Report and track bugs, then collaborate with internal teams to resolve them.


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:

  • Masters with 3 or more years of experience or PhD. in Computer science or computer engineering or electrical engineering or related technical discipline with experience in SW development and test experience.


1+ year of experience with the following skills:

  • Experience with TensorFlow
  • Strong knowledge of testing methodologies, tools, and processes
  • Experience in automating tests and defining test automation environments
  • Fluent with Python or similar scripting languages
  • Experience with continuous integration tools (Jenkins or similar)

Preferred Qualifications:

  • Experience with C++, Unix shell scripting, Docker containers
  • Experience with multi-processor/parallel-processing
  •  Skills or experience in machine learning and deep learning, with both TensorFlow and PyTorch
  • Experience with compiler technologies like LLVM and MLIR
  • Experience with AWS and/or GC
  • Strong communication skills

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, 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 Software Engineer

Intel
Santa Clara, CA 95050

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Software Engineer
8th2017 - Software Engineer
Overall Rating: 8/199
Median Salary: $100,690

Work Environment
Good
53/199
Stress
Very Low
24/199
Growth
Very Good
32/199