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    Job · 18509705

    REDWOOD CITY · FULLTIME

    Software Engineer, Parallel Scientific Computing

    Vorticity logo

    Vorticity

    Redwood City · onsite · Posted 32d ago

    Sourced fromY Combinator
    $130K - $190KFresherfulltimeRedwood City

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    Section · 01

    About this role

    We're building a new class of Scientific Processing Units (SPUs) to push the boundaries of High-Performance Computing (HPC). In this role, you'll develop and optimize the core computational kernels needed to run scientific applications across a wide range of domains on our custom parallel SPU architecture, from simulation and emulation to real hardware. You'll work across abstraction layers. Starting from the mathematics and algorithms behind an application, building high-level reference implementations, translating them into parallel kernels, and optimizing them against our architecture. You should be comfortable moving between a mathematical description of a problem, C++/Python reference code, low-level parallel software, and the hardware that executes it. This is not an easy role. It requires passion for understanding how hardware and software work together, the ability to wear multiple hats, strong communication skills, a lot of patience, independence, and, most importantly, zero ego. Why? Because this is the first time something like this has ever been attempted. Responsibilities - Develop high-level reference implementations of scientific applications (e.g. finite-difference time-domain methods, computational fluid dynamics, electromagnetic wave propagation, etc.) from mathematical and algorithmic descriptions. - Implement and parallelize scientific applications using our proprietary Software Development Kit (SDK) across SPU simulation, emulation, and real-hardware environments. - Develop and optimize performance critical kernels for the SPU architecture. - Own iterative performance optimization loops, benchmark, profile, identify bottlenecks, implement improvements and repeat, until we reach our performance targets. - Understand applications across abstraction layers, from their mathematical formulation to their mapping onto parallel hardware. - Identify opportunities to improve our compilation flow, runtime, hardware utilization, and overall system efficiency. - Collaborate with architecture and performance teams to analyze bottlenecks and co-design innovative software and hardware solutions. - Independently identify problems and opportunities, propose next steps, and drive work forward without requiring detailed task by task direction. - Write clear, concise technical documentation for Vorticity’s engineers and customers. - Stay current with parallel programming models, High Performance Computing (HPC) architectures, numerical methods, and techniques for mapping scientific workloads onto parallel hardware. Skills & Qualifications - Bachelor's degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or related field. - Master's or PhD in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or related field. - 5+ years of experience in modern C++ (CUDA C++ experience strongly preferred) for parallel programming and high-performance computing. Exceptional candidates with fewer years but strong skills are also welcome. - Ability to understand numerical algorithms and translate mathematical descriptions into working implementations. You don't need to be a mathematician, but a gradient, divergence, stencil, or multidimensional discretization should not scare you. - Ability and willingness to debug across abstraction layers, from an application or numerical algorithm down through software and into the underlying architecture. - Strong understanding of computer architecture and the interaction between software and hardware. - Proficiency with C++, Python, and Linux development environments. - Excellent written and verbal communication skills. - Strong ability to work independently and in a team, while taking ownership of ambiguous problems, and determining what needs to be done next. - Willingness to put in the hard work needed to bring our SPU to life. - Above all: zero ego. As passionate scientists and engineers, we are well aware of the plethora of critical problems in the world that cannot be solved because humanity simply does not have enough computing power. To address this, Vorticity is developing a radically new silicon chip architecture and system to dramatically accelerate scientific computing problems. Vorticity’s mission is to expand human ingenuity. To do that we are building a team of exceptional people to work together on big problems. Join us!

    Sourced from ycombinator

    Section · 02

    Skills

    C plus plusPythonLinux

    Section · Company

    About Vorticity

    Actively hiring
    Vorticity logo

    Vorticity

    Hiring

    The Fastest Scientific Computing Platform on the Planet

    10

    employees

    2019

    7 years old

    San Francisco

    United States

    ₹1.3L – ₹1.9L PA

    This role

    About

    Many pressing problems facing humanity can be solved with faster scientific compute. Currently, it takes billions of dollars to design and develop a new fusion reactor, a hyper-sonic airplane or a new cancer treatment. This is because scientists and engineers have to build very expensive things before they even know if their ideas work. But what if we can simulate the workings of these ideas (and more) on computers first and have high confidence that it works before we build really expensive things? The work of humanity's greatest scientists over the years has given us the physics and math to do this. The problem is that we simply do not have the computing power to solve these big problems. To address this, the Vorticity Inc is re-imagining scientific computing all the way down to processor architecture and system design. Our proven technology is already helping the energy, life sciences and aerospace industries.

    Industries

    ArchitectureInternetSoftware

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