Data Scientist - Industrial PostGraduate Program (IPP)

Location: Singapore, SG

Company: Advanced Micro Devices

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What you do at AMD changes everything 


At AMD, we push the boundaries of what is possible.  We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies – building blocks for gaming, immersive platforms, and the data center. 


Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the “extra mile” to achieve unthinkable results.  It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world.   If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.

 

 

AMD is looking for an experienced individual to operationalize machine learning and predictive analytics based solutions to improve product performance, margin and quality. This role will architect and develop machine learning solutions to improve AMD’s engineering operations. In parallel, you will undertake and complete an M.S./Ph.D. course of study in this field under the Industrial PostGraduate Program (IPP). This role will naturally require you to work closely with AMD’s Research and Engineering groups, industry partners and academia. Note: The IPP program is supported by the Singapore EDB (Economic Development Board) and Singapore Citizens/Permanent Residents are eligible to apply.

 

Role Responsibilities:

  • Enrol in, and complete an M.S./Ph.D. course of study at a leading Singapore university under the Industrial PostGraduate Program (IPP)
  • Develop and optimize machine learning applications using AMD’s GPU Computing Platform.
  • Collaborate with the AMD research and engineering to optimize machine/deep learning  frameworks and applications.
  • Build expertise & drive adoption of machine learning in improving AMD performance, margin and quality
  • Interview SMEs and articulate effective questions to inform data models and algorithms
  • Analyze large complex, multi-dimensional datasets and present analytical storyboards
  • Develop prototypes, evaluate new analytics technology and introduce best practices
  • Work with ambiguous business problems to drive results using data driven decisions
  • Build expertise & drive adoption of machine learning to support advanced data analytics roadmap at AMD Singapore to maximize effectiveness in driving AMD product margins & silicon debug

 

Minimum Qualifications

  • Undergraduate Computer Science, Statistics, Physics or Applied Mathematics degree and 5-7 years analytics experience or Graduate degree and 3-5 years analytics experience
  • Advanced knowledge of R, Python & Statistics
  • Experience in data science project lifecycle

 

Preferred Qualifications

  • Active development in machine learning applications using recognized software frameworks
  • Knowledge and experience using one or more of the following or similar machine learning software frameworks: Tensorflow, Caffe and PyTorch

 

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Requisition Number: 70481 
Country: Singapore State: Singapore City: Singapore 
Job Function: Product Engineering 

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