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Job Details

Intern - Machine Learning Architect

Company name
Micron Technology, Inc.

Location
Seattle, WA, United States

Employment Type
Full-Time

Industry
It, Internship, Architecture

Posted on
Jan 23,2019

Valid Through
May 08,2019

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Profile

 

Req. ID: 129801 

MICRON TECHNOLOGY'S VISION IS TO TRANSFORM HOW THE WORLD USES INFORMATION TO ENRICH LIFE AND OUR COMMITMENT TO PEOPLE, INNOVATION, TENACITY, COLLABORATION, AND CUSTOMER FOCUS ALLOWS US TO FULFILL OUR MISSION TO BE A GLOBAL LEADER IN MEMORY AND STORAGE SOLUTIONS. THIS MEANS CONDUCTING BUSINESS WITH INTEGRITY, ACCOUNTABILITY, AND PROFESSIONALISM WHILE SUPPORTING OUR GLOBAL COMMUNITY.

 

As a Machine Learning Architect Intern at Micron Technology, Inc. you will be analyzing different neural networks, deep learning applications and their computational and memory requirements. These guidelines will help define Micron's next generation products optimized for Machine Learning applications. Micron is a technology leader in memory and storage products, and a market leader in embedded markets. As an intern in the architecture team, you will get a rare opportunity to develop a keen understanding of many current and new technologies that can be used to address the future of machine learning implementation in real applications.

 

YOUR RESPONSIBILITIES AND ENGAGEMENTS WILL INCLUDE, BUT ARE NOT LIMITED TO:

*Support definition of memory and computation requirements of image processing applications with ML *You will generate models of vision processing neural nets using standard frameworks and libraries *You are responsible for developing and documenting knowledge of low level hardware architecture and dataflow for Machine Learning architectures *Evaluate and analyze different nets in terms of performance, memory requirements, power consumption, area, complexity and flexibility on sample hardware platforms *You will develop software and scripts to perform benchmarking and generate reports

SKILLS AND QUALIFICATIONS REQUIRED:

*You are pursuing a degree in a Computer Science, Computer/Electrical Engineering or a related field *You are completing graduate research in this field with strong experience on mapping deep learning processing requirements to hardware subsystems (preferred) *Experience with machine learning software packages (e.g., scikit-learn, TensorFlow, Caffe, Theano, Torch) *Strong background and deep understanding in Python and C/C++ *You have the ability to convey rigorous mathematical concepts and considerations to non-experts *Ability to measure performance requirements of a neural network, i.e. # of operations, # of weights, accuracy, etc.

DESIRED SKILLS:

*Completed some coursework in Artificial Intelligence and Deep Learning *You have an understanding of computer vision, imaging applications, and required algorithms *Exposure to GPU technology and hardware accelerators *Knowledge of machine learning architecture *Experience with CUDA/ Nvidia GPU

ABOUT US

AS THE LEADER IN INNOVATIVE MEMORY SOLUTIONS, MICRON IS HELPING THE WORLD MAKE SENSE OF DATA BY DELIVERING TECHNOLOGY THAT IS TRANSFORMING HOW THE WORLD USES INFORMATION. THROUGH OUR GLOBAL BRANDS — MICRON, CRUCIAL AND BALLISTIX — WE OFFER THE INDUSTRY'S BROADEST PORTFOLIO. WE ARE THE ONLY COMPANY MANUFACTURING TODAY'S MAJOR MEMORY AND STORAGE TECHNOLOGIES: DRAM, NAND, NOR AND 3D XPOINT(tm) MEMORY. OUR SOLUTIONS ARE PURPOSE BUILT TO LEVERAGE THE VALUE OF DATA TO UNLOCK FINANCIAL INSIGHTS, ACCELERATE SCIENTIFIC BREAKTHROUGHS AND ENHANCE COMMUNICATION AROUND THE WORLD.

We recruit, hire, train, promote, discipline and provide other conditions of employment without regard to a person's race, color, religion, sex, age, national origin, disability, sexual orientation, gender identity and expression, pregnancy, veteran's status, or other classifications protected under law.  This includes providing reasonable accommodation for team members' disabilities or religious beliefs and practices.

Each manager, supervisor and team member is responsible for carrying out this policy. The EEO Administrator in Human Resources is responsible for administration of this policy. The administrator will monitor compliance and is available to answer any questions on EEO matters.

To request assistance with the application process, please contact Micron's Human Resources Department at 1-800-336-8918 (or 208-368-4748).

Keywords:  Seattle || Washington (US-WA) || United States (US) || NVE (Non-Volatile Engineering Group) || Entry || Internship || Engineering || Not Applicable ||

 

Company info

Micron Technology, Inc.
Website : http://www.micron.com/

Company Profile
For more than 30 years, Micron’s teams of dreamers, visionaries, and scientists have redefined innovation—designing and building some of the world’s most advanced memory and semiconductor technologies. We develop the technologies that transform what's possible. In fact, you likely use our memory every day—in products from computing, networking, and server applications, to mobile, embedded, consumer, automotive, and industrial designs. As one of the most prolific patent holders in the world we continually rethink, recast, and advance new ideas to bring innovation to broader markets and find ways our technology can inspire new applications or make fundamental improvements to existing designs. Our roots are in memory, the core strength of our business. As we look toward the future, we’ll continue to build on our past achievements by leveraging the synergies between our core memory business and diversified products and technologies that help drive innovation and growth in new markets.

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