AI Performance Library Architect

Intel Corporation•Hillsboro, OR

3d•Hybrid

About The Position

Software and AI (SAI) organization is looking for a software development engineer to work on oneDNN project ( https://github.com/uxlfoundation/oneDNN ). oneDNN is a complex cross-platform open-source software project focusing on neural network performance. oneDNN is a critical and highly visible component of Intel AI strategy, powering key AI applications including OpenVINO, Tensorflow, Pytorch, ONNX Runtime, and more. In this role, you will be responsible for design, development, and maintenance of new functionality in oneDNN to enable performance critical portions of AI workloads. In this role you will be supporting software developers optimizing AI frameworks and workloads for Intel CPUs and GPUs, as well as cross-platform ecosystem of AI software developers contributing to oneDNN.

Requirements

Master’s degree in Mathematics, Physics, Computer Science, or a relevant STEM field. OR Ph.D. degree in Mathematics, Physics, Computer Science, or a relevant STEM field.
5+ years of experience in the following areas:
C and C++
Maintaining or contributing to open-source software projects
Software libraries design and architecture
Implementation of linear algebra algorithms (functions from BLAS, LAPACK, or PyTorch)
Performance engineering and software performance optimizations
Floating point arithmetic and numerical stability
Software development on Linux
Low-level performance optimizations using CUDA, x86 assembly or intrinsics, or OpenCL
Requirements listed would be obtained through a combination of industry relevant job experience, internship experiences and/or schoolwork/classes/research.

Nice To Haves

3 years+ Machine learning and deep learning algorithms or High-performance computing (HPC) applications development
3 year+ Floating point implementations of transcendental functions (sin, cos, tanh, elu, etc)
1 year+ Algorithms for non-IEEE low precision data types (bfloat16, fp8, fp4)
1 year+ AI assisted software development

Responsibilities

design, development, and maintenance of new functionality in oneDNN to enable performance critical portions of AI workloads
supporting software developers optimizing AI frameworks and workloads for Intel CPUs and GPUs, as well as cross-platform ecosystem of AI software developers contributing to oneDNN

Benefits

We offer a total compensation package that ranks among the best in the industry.
It consists of competitive pay, stock bonuses, and benefit programs which include health, retirement, and vacation.
Find out more about the benefits of working at Intel.

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