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Head of Software

Company: Sedgwick County
Location: Union City
Posted on: April 8, 2021

Job Description:

Union City, California / Full Time or Part Time / Engineering/Research Fathom Radiant is building computer hardware to train neural networks at the human brain-scale and beyond. By combining the complementary strengths of optics and electronics, we have developed a revolutionary interconnect fabric that enables a flexible machine with the network capacity of a supercomputer and unprecedented scalability. Help us construct the future of machine intelligence. Our founding team has previously founded startups with more than $500 million in exits. We are well-funded from investors including Khosla Ventures, Jeff Bezos, and many others. We're seeking a Head of Software to lead development of Fathom Radiant's complete software stack and simulation tools. The ideal candidate will have experience developing the software stack for new silicon architectures, from low-level drivers and ISA definition all the way to integration with user-facing ML frameworks, as well as a strong foundation in computer architecture. In this role, you will lead the development of software platforms that leverage the incredible bandwidth, scalability, and performance of Fathom Radiant's hardware, and collaborate with the hardware teams to shape the future of computer architecture. As the head of Fathom Radiant's software team, you will work closely with the silicon design team and other development teams to ensure a user- and software-centric design philosophy. Areas of Contribution

  • Lead and contribute to all aspects of the Fathom's software stack, including Fathom Radiant's software framework, ML compiler, runtime engine, and simulation tools
  • Collaborate with the silicon team to define and maintain Fathom Radiant's Custom ISA and guide the microarchitecture and hardware specification
  • Contribute to cross disciplinary optimization considering all aspects from ML algorithms to physical implementation
  • Lead the development of Fathom Radiant's ML compiler infrastructure, ranging from interfacing with user-level frameworks (e.g. PyTorch) to highly parallel, low-level machine code targeting Fathom Radiant's Custom ISA.
  • Lead and contribute to Fathom Radiant's cycle accurate simulator enabling performance analysis of state of the art deep learning models on Fathom Radiant hardware Requirements
    • Demonstrated track record of delivering software solutions for complex highly-parallel computing hardware
    • Familiarity with state of the art deep learning algorithms and ML accelerators--
    • Deep understanding of computer architecture concepts--
    • Experience in hardware/software co-design, collaborating in close loop with the silicon design teams
    • Extensive experience in parallel program compilation and optimization
    • Experience in implementing custom graph operators in current day ML frameworks
    • Excellent communication skills and ability to lead and collaborate on complex cross-disciplinary systems
    • Excellent analytical, problem-solving, and organizational skills
    • Drive to build something that hasn't been built before Preferred
      • Significant academic and/or industry experience in computer architecture and implementation of machine learning hardware accelerators
      • Deep passion and fundamental understanding of design, algorithms, and data structures in modern machine learning and AI
      • Experience in atypical architectures is desirable You'll do well here if...
        • You enjoy thoughtful discussions fueled by problem-solving and logic
        • You're comfortable both leading and contributing individually
        • You're excited about the future of ML hardware
        • You enjoy teaching and learning from an interdisciplinary team

Keywords: Sedgwick County, Union City , Head of Software, IT / Software / Systems , Union City, California

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