AI Performance Library Architect
Role details
Job location
Tech stack
Job description
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., The Software Team drives customer value by enabling differentiated experiences through leadership AI technologies and foundational software stacks, products, and services. The group is responsible for developing the holistic strategy for client and data center software in collaboration with OSVs, ISVs, developers, partners and OEMs. The group delivers specialized NPU IP to enable the AI PC and GPU IP to support all of Intel's market segments. The group also has HW and SW engineering experts responsible for delivering IP, SOCs, runtimes, and platforms to support the CPU and GPU/accelerator roadmap, inclusive of integrated and discrete graphics., This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. * Job posting details (such as work model, location or time type) are subject to change.
Requirements
You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the requirements and are considered a plus factor in identifying top candidates., * 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, * 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
Requirements listed would be obtained through a combination of industry relevant job experience, internship experiences and/or schoolwork/classes/research.
Benefits & conditions
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 (https://intel.wd1.myworkdayjobs.com/External/page/1025c144664a100150b4b1665c750003) .
Annual Salary Range for jobs which could be performed in the US: $170,500.00-315,490.00 USD