JIT Compiler Engineer, DeepSparse Engine
Company: Neural Magic
Posted on: January 15, 2022
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.
Write robust and modern C++, working on just-in-time compiled
high-performance machine learning kernels.
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.
You must have the following:
BS, MS, or PhD in computer science, or related field
And experience in the following:
High performance computing
Compilers or code generation
Low-level assembly and SIMD programming
We would prefer if you have experience in the following:
Mathematical software, especially linear algebra and signal
Deep neural network models and techniques
COMMUNICATION & CULTURE
A self-directed practitioner who learns fast
Strong communications skills with both technical and non-technical
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 , JIT Compiler Engineer, DeepSparse Engine, Engineering , Somerville, Massachusetts
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