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Deep Learning R&D Engineer

Intel


Location:
Santa Clara, CA
Date:
08/21/2017
2017-08-212017-09-19
Job Code:
JR0025160
Categories:
  • Engineering
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Job Details

Deep Learning R&D Engineer Careers at Intel in Santa Clara, CA
   
Job ID: JR0025160
Job Category: Engineering
Primary Location: Santa Clara, CA US
Other Locations: US, California, San Diego;
Job Type:

Deep Learning R&D Engineer

Job Description

What you will be working on

• Develop tools and models for our custom 16 bit numerical format for deep learning
• Invent optimized architectures and layers for training convolutional and recurrent networks in low bit-width using neon, our Python Deep Learning framework
• Work on applications in the following areas: computer vision, object detection and localization, speech recognition, natural language processing, recommendation systems, forecasting, and multimodal learning
• Instrumenting our library to detect and track overflows, monitor dynamic range



Qualifications
Who we are looking for Master’s (or PhD, preferred) in computer science, electrical engineering or related fields (statistics, applied math, computational neuroscience). Candidate must have 5+ years of years of experience with the following: • Background in deep learning, machine learning & big data. Prior experience with binary networks or float16 is a plus. • Strong skills using fixed point or low precision numerical formats for algorithms in fields such as image and audio processing. Ideally this includes experience porting floating point algorithms to fixed point • Experience designing professional software using Python, C++ • Experience with SIMD acceleration using frameworks such as AVX, OpenCL, CUDA is a plus.



Other Locations
US, California, San Diego;


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