20 days old

Deep Learning Software Engineer

Intel
Hillsboro, OR 97123
  • Job Code
    JR0219838
  • Jobs Rated
    8th
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

You must possess the below requirements to be initially considered for this position. Preferred qualifications are in addition to the requirements and are considered a plus factor in identifying top candidates. Experience listed below would be obtained through a combination of your schoolwork and/or classes and/or research and/or relevant previous job and/or internship experiences


Minimum Qualifications:
The candidate must possess a Bachelor's degree ( 3+ years experience ), Master's degree ( 1+ years experience ) or PhD degree in Computer Science, Electrical Engineering, Mechanical Engineering, Applied Mathematics and related fields

2+ years' experience in below areas:

  • DL development in TensorFlow or Pytorch
  • Candidate should be solid on at least one of the following languages and familiar with both: Python, C/C++
  • Unix/Linux operating systems especially with virtual containerized environments (docker, conda)
  • Multi-node cluster setup and orchestration (Kubernetes); CI/CD tools and methodologies.
  • DL development in TensorFlow or Pytorch for multi-node training and inference
  • Experience and expertise at least in TWO of these domains: image/video, natural language, Recommendation systems and data analyses

 


Preferred Qualifications:

  • Have improved performance for one of the DL frameworks
  • Have implemented new model on one of the DL frameworks
  • Have ported a model from one DL framework to another
  • Have used existing model to improve state-of-art of empirical problem

Inside this Business Group

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.


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.

Jobs Rated Reports for Software Engineer

Posted: 2022-04-25 Expires: 2022-05-26

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Deep Learning Software Engineer

Intel
Hillsboro, OR 97123

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

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