Job Description
Job Description

We are looking for a senior contributor to design, develop and optimize AI frameworks for Inference. In this role, you will work with a cross-geo teams to enhance the inference stack to ensure competitive performance on deep learning inference models with a specific focus on the PyTorch framework.

The roles and responsibilities that you would need to performance may include the following:

Design and develop SW techniques for AI frameworks - both HW-agnostic and HW-awareContribute to enhancing and extending the Inference  and Training capabilities in our Software stackProfile deep learning inference workloads as needed and identify optimization opportunities
Qualifications
BTech, MS or PhD in CS or related fields with an overall experience of 10 to 15 yearsAtleast 2 or 3 years of experience working on Inference frameworks/tools for inference for deep learning models and that have been deployed/used by customersArchitecture/Design contributions to Inference systemsDetailed understanding of machine learning systems optimization and deployment techniques such as quantizationExperience with optimization techniques for deployment of Large Language Models (LLMs)Deep implementation knowledge of transformers and inference specific optimizationsProgramming skills in Advanced C++, Python and parallel programming skillsAbility to debug complex issues in multi-layered SW systemsUnderstanding of SW integration across open source frameworks and internal framework layersStrong understanding of computer architectureEffective communication skills and experience with working in a cross-geo setup

Preferred

Experience working on and contributing to Inference serving solutionsKnowledge of compiler algorithms for heterogeneous systemsKnowledge of open source compiler infrastructure like LLVM or gccUnderstanding of low-level kernels
Inside this Business Group
The Data Center & Artificial Intelligence Group (DCAI) is at the heart of Intel’s transformation from a PC company to a company that runs the cloud and billions of smart, connected computing devices. The data center is the underpinning for every data-driven service, from artificial intelligence to 5G to high-performance computing, and DCG delivers the products and technologies—spanning software, processors, storage, I/O, and networking solutions—that fuel cloud, communications, enterprise, and government data centers around the world.


Posting Statement
All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.
Benefits
We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits here.


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Working Model
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. In certain circumstances the work model may change to accommodate business needs.