Manager, Machine Learning Libs - 81515

Location: Austin, Texas, US

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.
 

Manager, Machine Learning Libs

 

The Role:

In this role, we are seeking someone who will take a strong, hands-on approach to lead and manage an AMD deep learning GPU libraries team. The role involves establishing coding/development best-practices across a geographically spread team and formulating continuous test and continuous delivery plans.


The Person:

The successful candidate will have experience with cross-collaborating in a matrixed organization; have a strong background in linear algebra and algorithm development to characterize and analyze performance of various deep learning primitives. As well as the desire to be hands-on in all phases of design and development.


Key Responsibilities:
•Lead a growing team to develop and optimize deep learning libraries for AMD GPUs
•Develop strategic vision and roadmap to align with the ground breaking research and development of deep learning
•Interact with teams developing open source frameworks like TensorFlow, PyTorch, etc.
•Meet with customers and partners to ensure requirements are understood, implementations are sound, and the broader ecosystem is moving to meet the future challenges
•Develop Continuous Testing, Integration and Delivery plans
•Characterize and modeling system-level performance, executing comparison studies, and documenting and publishing results
•Hands-on participation in product implementation, including documentation and software samples


Preferred Experience:
•7 years of shown experience shipping large-scale production SW and leading a geographic team
•Proven prior experience crafting customer-facing APIs and libraries to accelerate computationally-demanding algorithms and applications.
•Validated history of project management success, communicating project vision and goals and ensuring timely product achievements
•Excellent C/C++ programming skills in the Linux environment
•Familiarity with GPU programming models like CUDA, HIP, others
•Familiarity with JIRA, GitHub, Jenkins pipelines is a plus
•Proven understanding and foundation of mathematical concepts and system-level debugging experience and problem-solving skills.
•Data-driven approach to estimation, measurement and adaptation of the architecture.
•Proponent of adopting open source tools and principles


Academic Credentials:
•Bachelors or above in EE, CS are desired


Location:

Austin, TX

 


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Requisition Number: 81515 
Country: United States State: Texas City: Austin 
Job Function: Design
  

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based recruitment services. AMD and its subsidiaries are equal opportunity employers. We consider candidates regardless of age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status. Please click here for more information.

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