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Senior SoC Functional Modeling Engineer, Annapurna Labs, Machine Learning Accelerators

AWS is the world's most comprehensive and broadly adopted cloud platform, pioneering cloud computing and continuously innovating.
$151,300 - $261,500
Backend
Senior Software Engineer
Hybrid
5,000+ Employees
5+ years of experience
AI · Enterprise SaaS
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Description For Senior SoC Functional Modeling Engineer, Annapurna Labs, Machine Learning Accelerators

Custom SoCs (system-on-chips) are the brains behind AWS's Machine Learning servers. Our team builds C++ functional models of these accelerator SoCs for use by internal partner teams. We're looking for a Senior SoC Modeling Engineer to join the team and deliver new functional models, infrastructure, and tooling for our customers.

As part of the ML accelerator modeling team, you will:

  • Develop and own SoC functional models end-to-end, including model architecture, integration with other model or infrastructure components, testing, and debug
  • Work closely with architecture, RTL design, design verification, emulation, and software teams
  • Innovate on the tooling you provide to customers, making it easier for them to use our SoC models
  • Drive model and modeling infrastructure performance improvements to help our models scale
  • Develop software which can be maintained, improved upon, documented, tested, and reused

Annapurna Labs, our organization within AWS, designs and deploys some of the largest custom silicon in the world, with many subsystems that must all be modeled and tested with high quality. Our SoC model is a critical piece of software used in both our SoC development process and by our partner software teams.

You'll collaborate with many internal customers who depend on your models to be effective themselves, and you'll work closely with these teams to push the boundaries of how we're using modeling to build successful products.

This role can be based in either Cupertino, CA or Austin, TX. The team is split between the two sites, with a slight preference for CA, due to colocation with more customer teams.

We're changing an industry. We're searching for individuals who are ready for this challenge, who want to reach beyond what is possible today. Come join us and build the future of machine learning!

Last updated 9 months ago

Responsibilities For Senior SoC Functional Modeling Engineer, Annapurna Labs, Machine Learning Accelerators

  • Develop and own SoC functional models end-to-end
  • Work closely with architecture, RTL design, design verification, emulation, and software teams
  • Innovate on tooling for customers
  • Drive model and modeling infrastructure performance improvements
  • Develop maintainable, documented, and reusable software

Requirements For Senior SoC Functional Modeling Engineer, Annapurna Labs, Machine Learning Accelerators

Python
  • 5+ years of non-internship professional experience writing functional models for custom silicon SoCs
  • Experience building object-oriented models with C++
  • Familiarity with SoC, CPU, TPU, GPU, and/or ASIC architecture and micro-architecture
  • Expert in functional modeling for SoCs, ASICs, TPUs, GPUs, or CPUs
  • Comfortable modeling in C++, and familiar with Python

Benefits For Senior SoC Functional Modeling Engineer, Annapurna Labs, Machine Learning Accelerators

Medical Insurance
Dental Insurance
Vision Insurance
401k
Equity
  • Medical Insurance
  • Dental Insurance
  • Vision Insurance
  • 401k
  • Equity

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