Deep Learning Software Engineering Intern

Job Description

In this internship role, you will conduct design and development to build and optimize deep learning framework software. Responsibilities include but are not limited to:Design, develop and optimize the Deep Learning infrastructure for deep learning training and inference frameworks targeting Intel CPU and GPU platforms. Develop high-performance and highly parallel software implementations for Intel CPUs and GPUs and conduct performance projections/tuning. Implement various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in deep learning frameworks. Develop optimized deep learning operation primitives using math libraries. Profile distributed DL models to identify performance bottlenecks and propose solutions across individual component teams. Optimizing code for various computing hardware backends. Interacting with deep learning researchers and experience with deep learning frameworks.An ideal candidate would have behavioral skills that indicate:Analytical approach coupled with solid communication skills and a sense of ownership

Qualifications

Qualifications:
You must possess the below minimum qualifications to be initially considered for this position 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:
Pursuing a PhD in computer science or computer engineering or software engineering or mechanical engineering or Physics or Robotics with relevant coursework in AI/Deep Learning software performance optimizations and/or high-performance computing

6+ months of experience with the following technical skills:

• Excellent Programming skills in languages like Python, C/C++ and CUDA
• Low level programming and performance optimization skills for CPU and GPU including code generation, performance optimization, distributed compute and resource management.
• Understanding of Deep Learning algorithms (Vision/ Recommender/Language and/or Speech)
• Familiarity with at least one DL frameworks (e.g. TensorFlow or PyTorch or Mxnet or Caffe or similar.)

Preferred Qualifications:

• Experience in Machine Learning infrastructure development and optimization (framework, ML pipeline, deployment)
• Experience in CUDA, OpenCL and GPU programming including compute kernel development and optimizations
• Experience in Machine Learning acceleration through model compression, quantization and distillation.
• Experience in high performance computing, high performance networking, distributed computing algorithms and systems

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 level—not 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

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:
$52,000.00-$147,000.00

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