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Virtual Platform Software Engineer, Annapurna Labs Machine Learning Accelerators, AWS

Amazon.com Inc
  • Cupertino, CA
    30+ days ago

    Job Description

    AWSs Trainium and Inferentia chips power the worlds largest machine learning clusters. Our team builds virtual platforms - full-system C++ and SystemC models of these custom SoCs - that let software teams start development months before silicon arrives. For Trainium3, our virtual platform enabled running a full training workload within 12 hours of first silicon. Were looking for a software engineer to build and own the models and infrastructure that make this possible. What youll do: - Build and own functional models of SoC subsystems that integrate into our full-system virtual platform, used by firmware, driver, runtime, and application software teams - Design models for usability and performance - your customers are software engineers who need to run real workloads on your platform efficiently - Develop and improve the virtual platform infrastructure: QEMU integration, simulation performance, build and release tooling, and customer-facing documentation - Work with software teams (your primary customers) to understand their workflows, debug issues on the platform, and shape the model to maximize their productivity - Drive simulation performance improvements so the platform can handle increasingly complex workloads at scale - Contribute to model architecture decisions - choosing the right level of abstraction and fidelity for each subsystem based on customer needs Why this role is interesting: - Youll own a product that software teams across AWS depend on - they literally cant start development without your virtual platform - The engineering challenges are genuinely interesting: full-system simulation, multi-subsystem integration, QEMU development, performance optimization at scale - Youll see the direct impact of your work when software teams hit the ground running on new silicon - As the team grows, theres a path into architectural modeling - using the platform to explore design alternatives and influence chip architecture - Small team, startup pace, big impact inside AWSs custom silicon org You will thrive in this role if you: - Have built functional models, virtual platforms, or system-level simulations for SoCs, ASICs, GPUs, or CPUs - Think of yourself as a software engineer first, with deep domain knowledge in chip architecture - Are comfortable in C++ or SystemC, and familiar with Python for tooling - Care about your customers experience - you think about usability, documentation, and reliability, not just model accuracy - Are interested in expanding into performance or architectural modeling as the team scales - Enjoy working on a small, high-impact team where you own significant pieces of the stack No ML background needed. Youll learn the ML accelerator domain on the job. This role can be based in Cupertino, CA or Austin, TX.

    Numbers & Facts

    LocationCupertino, CA
    IndustryRetail
    Company Size10,000 employees or more
    Year Founded1994
    Websitehttp://Amazon.com/militaryroles

    About Company

    At Amazon, we don’t wait for the next big idea to present itself. We envision the shape of impossible things and then we boldly make them reality. So far, this mindset has helped us achieve some incredible things. Let’s build new systems, challenge the status quo, and design the world we want to live in. We believe the work you do here will be the best work of your life.

    Wherever you are in your career exploration, Amazon likely has an opportunity for you. Our research scientists and engineers shape the future of natural language understanding with Alexa. Fulfillment center associates around the globe send customer orders from our warehouses to doorsteps. Product managers set feature requirements, strategy, and marketing messages for brand new customer experiences. And as we grow, we’ll add jobs that haven’t been invented yet.

    It’s Always Day 1
    At Amazon, it’s always “Day 1.” Now, what does this mean and why does it matter? It means that our approach remains the same as it was on Amazon’s very first day – to make smart, fast decisions, stay nimble, invent, and stay focused on delighting our customers. In our 2016 shareholder letter, Amazon CEO Jeff Bezos shared his thoughts on how to keep up a Day 1 company mindset. “Staying in Day 1 requires you to experiment patiently, accept failures, plant seeds, protect saplings, and double down when you see customer delight,” he wrote. “A customer-obsessed culture best creates the conditions where all of that can happen.” You can read the full letter here

    Our Leadership Principles
    Our Leadership Principles help us keep a Day 1 mentality. They aren’t just a pretty inspirational wall hanging. Amazonians use them, every day, whether they’re discussing ideas for new projects, deciding on the best solution for a customer’s problem, or interviewing candidates. To read through our Leadership Principles from Customer Obsession to Bias for Action, visit https://www.amazon.jobs/principles

    Skills

    • ASIC (Application Specific Integrated Circuit)unmatched
    • Amazon Web Services (AWS)unmatched
    • Architectural Designunmatched
    • C++ Programming Languageunmatched
    • CPU (Central Processing Unit)unmatched
    • Computer Firmwareunmatched
    • Customer Experienceunmatched
    • Customer Relationsunmatched
    • Debugging Skillsunmatched
    • Documentationunmatched
    • GPU (Graphics Processing Unit)unmatched
    • Hardware Virtualizationunmatched
    • Machine Learningunmatched
    • Machine Toolunmatched
    • Performance Managementunmatched
    • Performance Modelingunmatched
    • Performance Tuning/Optimizationunmatched
    • Process Improvementunmatched
    • Productivity Managementunmatched
    • Python Programming/Scripting Languageunmatched
    • Simulationunmatched
    • Software Designunmatched
    • Software Developmentunmatched
    • Software Engineeringunmatched
    • Startupunmatched
    • System Integration (SI)unmatched
    • System-on-a-Chip (SoC)unmatched
    • Team Playerunmatched
    • Usability Engineeringunmatched
    • Virtualizationunmatched
    • Virtualization Softwareunmatched

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