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Power and Performance Modeling Architect
3 years ago

Job ID: JR0231448

Job Category: Engineering Support

Primary Location: Santa Clara, CA US

Other Locations: US, California, Folsom;US, Massachusetts, Hudson;US, Oregon, Hillsboro;US, Texas, Austin

Job Type: Experienced Hire

Power and Performance Modeling Architect

Job Description


AXG Super Compute Platforms team's vision is to democratize supercomputing for all and be the first on the market with Zetta scale offerings across super compute systems as well as GPU accelerator cards.

 

The SCP Modeling and Measurement team is seeking a Power and Performance Modeling Architect who can help drive the creation of performance models in system C for the super compute platforms. This role requires a deep understanding of performance modeling tools, applications and workload analysis, performance bottlenecks, critical path analysis, software coding standards, and platforms for both HPC and AI workflows.


The candidate should possess a deep knowledge in one, or more, of the following: 

  • Linux OS scheduler, priority based task management, memory management with hands on development experience at the OS level and kernel

  • Analysis and tuning of workloads at the multi-kernel level in the areas of HPC simulation and AI workloads using such frameworks as PyTorch and Tensorflow

  • Exploration of how multi-kernel interacts with these workloads and actively design and develop multi-kernel optimizations to improve performance and scaling

  • Focus on adapting an operating system under development to meet the specific demands of these emerging workloads on supercomputers and drive the design of operating systems and systems software into the post-exascale area

  • Creating performance models to simulateor new features at the system level for post exascale systems

 

Behavioral Skills Sought:

  • Solid task prioritization, time management and organizational skills

  • Ability to create a team environment that embraces a collaborative, innovative, positive, and accountable, team culture

  • Experience working in a multi-disciplinary, distributed team environment as well as leading a small team

  • Effective written and verbal communication abilities with the ability to distill ideas, progress and results, via presentations, to Senior Executives



Qualifications



Minimum Education and Experience:


A Master’s degree in Computer Science or a directly related field with 4+ years OR a PhD in Computer Science with 2+ years of experience in parallel computing specializing in operating systems and systems software for exascale parallel system, along with one, or more, of the following: 

  • HPC simulation and with AI ML and DL frameworks such as Pytorch and Tensorflow

  • Linux development environment including use of git and kernel level testing and debugging

  • SOC design, CPU, GPU, Fabrics, I/O interfaces and interconnects


Preferred Qualifications and Skills: 

  • Multi-kernel operating systems knowledge

  • Parallel programming experience with MPI and OpenMP

  • GPU knowledge and programming

  • Software development and system modeling

  • Knowledge of standard software development practices requirements design development validation

  • Algorithm analysis, parallel programming models as well as programming ability

Inside this Business Group

The focus of Accelerated Computing Systems and Graphics (AXG) is to accelerate our execution in strategic growth areas of high-performance computing and graphics. AXG is chartered with delivering high performance computing and graphics solutions (IP, Software, Systems), for both integrated and discrete segments across client, enterprise and data center.  Our mission is to make zeta-scale computing accessible to every human on the planet by the end of this decade and to entertain, educate and connect billions of people with buttery smooth visual experiences.



Other Locations

US, California, Folsom;US, Massachusetts, Hudson;US, Oregon, Hillsboro;US, Texas, Austin



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.




Work Model for this Role

This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site.


USExperienced HireJR0231448Santa ClaraAccelerated Computing Systems and Graphics (AXG)

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