HPC Engineer, DeepSparse Engine
Company: Neural Magic
Location: Somerville
Posted on: May 3, 2022
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Job Description:
Neural Magic is an early stage AI software company pioneering a
new way for organizations to run deep learning applications without
specialized hardware accelerators. Based on decades of parallel
computing research at MIT, Neural Magic has developed a software
platform for deep learning inference that allows developers to
sparsify and quantize deep learning models to minimize footprint
and run on CPUs at GPU speeds. Please look through our website and
GitHub repos to get a feel of what we are about. Founded by an
award-winning team of computer scientists out of MIT, Neural Magic
is a venture-backed company headquartered in Davis Square,
Somerville, MA. Neural Magic investors include Amdocs, Andreessen
Horowitz, Comcast Ventures, NEA, and Pillar VC. If you are someone
who wants to contribute to solving challenging technical problems
at the forefront of deep learning, this is the role for you. We are
looking for senior engineers excited to work with machine learning,
parallel and concurrent algorithms, interested in working closely
with the founding team, and who want to contribute to solving
challenging, high-performance computing problems. RESPONSIBILITIES
Write robust and modern C++, working on high-performance machine
learning primitives, just-in-time compilation, performance analysis
and modeling, and numerical methods. Review code and help develop
best practices for the team. Work closely with machine learning
teams to attain high performance for neural networks in the engine.
QUALIFICATIONS You must have the following: BS, MS, or PhD in
computer science, computer engineering, applied mathematics, or
related field And experience in the following: High performance
computing Mathematical software, especially linear algebra and
signal processing Low-level assembly and SIMD programming We would
prefer if you have experience in the following: Modern C++ Tensor
computations Multicore programming, parallelism, and concurrency
Compilers or code generation Deep neural network models and
techniques COMMUNICATION & CULTURE A self-directed practitioner who
learns fast Strong communications skills with both technical and
non-technical team members Strong sense of project ownership and
personal responsibility Genuine interest in learning Open to
feedback from peers Willing to work outside of comfort zone Neural
Magic is an equal opportunity employer. All applicants will be
considered for employment without attention to race, color,
religion, sex, sexual orientation, gender identity, national
origin, veteran or disability status.
Keywords: Neural Magic, Somerville , HPC Engineer, DeepSparse Engine, Engineering , Somerville, Massachusetts
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