26 days old

Deep Learning Software Engineer (Remote)

Intel
Hillsboro, OR 97123 Work Remotely
  • Job Code
    JR0211712
  • 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.

 

We create cutting-edge AI software products and solutions covering data analytics, classical ML, and Deep Learning. Artificial Intelligence and Analytics (AIA) organization focuses on supporting the SW Ecosystem, popular libraries, and frameworks and optimizing them for Xeons and Intel GPUs.

Our team in AIA is responsible for creating optimized and efficient, compelling End-to-End AI pipelines on different data modalities including Computer vision, NLP, Recommendation systems, video analytics, and others across the edge to cloud.

 

In this position, you will set the strategic and technical design of AI frameworks, protocols, algorithms/topologies, and optimizations, makes high level design choices focused on manageability, scalability, usability, resiliency, availability, security, and/or safety for the software structure, protocols,

and algorithms, perform pathfinding, surveys technologies and presents at external and internal events. May interact with multiple technologists in the company to influence architectures and optimize/customize software offerings.


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 Bachelors degree ( 6+ years industry experience ), Masters degree ( 3+ years industry experience ) or PhD degree in Computer Science, Electrical Engineering, Mechanical Engineering, Applied Mathematics and related fields

3+ years experience in below areas:

  • Experience in 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++
  • Extensive knowledge of Unix/Linux operating systems especially with virtual containerized environments (docker, conda)
  • Multi-node cluster setup and orchestration (Kubernetes); CI/CD tools and methodologies.
  • Experience in 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.



Other Locations

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:
$149,020.00-$223,560.00


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.


Intel is committed to a culture of accessibility.  Intel provides accommodations to applicants and employees with disabilities.  Find information and request accommodation here

Jobs Rated Reports for Software Engineer

Posted: 2022-04-30 Expires: 2022-05-31

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Deep Learning Software Engineer (Remote)

Intel
Hillsboro, OR 97123

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Software Engineer
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