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JIT Compiler Engineer, DeepSparse Engine

Company: Neural Magic
Location: Somerville
Posted on: January 15, 2022

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 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.

QUALIFICATIONS

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:
Modern C++
LLVM
Mathematical software, especially linear algebra and signal processing
Tensor computations
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 , JIT Compiler Engineer, DeepSparse Engine, Engineering , Somerville, Massachusetts

Click here to apply!

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