AI Software Solutions Engineer (AI Frameworks, Workloads)
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-aware
- Contribute to enhancing and extending the Inference and Training capabilities in our Software stack
- Profile 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 years
- Atleast 2 or 3 years of experience working on Inference frameworks/tools for inference for deep learning models and that have been deployed/used by customers
- Architecture/Design contributions to Inference systems
- Detailed understanding of machine learning systems optimization and deployment techniques such as quantization
- Experience with optimization techniques for deployment of Large Language Models (LLMs)
- Deep implementation knowledge of transformers and inference specific optimizations
- Programming skills in Advanced C++, Python and parallel programming skills
- Ability to debug complex issues in multi-layered SW systems
- Understanding of SW integration across open source frameworks and internal framework layers
- Strong understanding of computer architecture
- Effective communication skills and experience with working in a cross-geo setup
Preferred
- Experience working on and contributing to Inference serving solutions
- Knowledge of compiler algorithms for heterogeneous systems
- Knowledge of open source compiler infrastructure like LLVM or gcc
- Understanding 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.It has come to our notice that some people have received fake job interview letters ostensibly issued by Intel, inviting them to attend interviews in Intel’s offices for various positions and further requiring them to deposit money to be eligible for the interviews. We wish to bring to your notice that these letters are not issued by Intel or any of its authorized representatives. Hiring at Intel is based purely on merit and Intel does not ask or require candidates to deposit any money. We would urge people interested in working for Intel, to apply directly at https://jobs.intel.com/ and not fall prey to unscrupulous elements.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. * Job posting details (such as work model, location or time type) are subject to change.Maggie Offensive Security Researcher
Ich wollte schon immer etwas tun, das die Welt verändert – bei Intel fühle ich mich geschätzt und ich habe mehr Selbstvertrauen gewonnen. Die Arbeit gibt mir das Gefühl, dass ich in der Lage bin, Großes zu leisten.
- Core Software Student Haifa, Israel Jetzt bewerben
- Pre-SI System Level Verification Experienced Engineer Haifa, Israel Jetzt bewerben
- Graduate Talent (ISCP SoC Front End Team) Malaysia Jetzt bewerben
Sie haben noch keine gespeicherten Jobs.
Alle Stellenangebote AnsehenWerden Sie Mitglied unserer Talent Community
Erfahren Sie immer direkt, was bei Intel passiert! Melden Sie sich an, um die neuesten Nachrichten und Updates zu erhalten.
-
Manufacturing at Intel
Our Manufacturing Technicians are critical to Intel and the future of technology. They are responsible for the setup, maintenance and performance of the complex machinery that build semiconductors—powering nearly everything in our daily lives. Whether you are right out of school, transitioning military, returning to the workforce or looking for a place that values your skills and expertise, we have a place for you at Intel.
-
Life at Intel
We've created an inclusive, supported environment...and we can't wait for you to be a part of it.
-
Learn More About the Semiconductor Industry
Semiconductors—otherwise known as microchips, microprocessors, or chips—are the brains behind some of the most innovative technology today and power so many of the things we use in our daily lives. There’s a big demand for them—and for the talented people who help bring this critical technology to life.
-
Intel to Receive Up to $8.5 Billion Through the CHIPS Act
Proposed funding, coupled with an investment tax credit and eligibility for CHIPS Act loans, would help Intel advance American semiconductor manufacturing and technology leadership in the AI era.
-
Intel Opens Fab 9 in New Mexico
Intel celebrated the opening of Fab 9, its cutting-edge factory in Rio Rancho, New Mexico. The milestone is part of Intel's previously announced $3.5 billion investment to equip its New Mexico operations for the manufacturing of advanced semiconductor packaging technologies.
-
The World’s First Systems Foundry
Intel launched Intel Foundry on February 21, 2024, as a more sustainable systems foundry business designed for the AI era. An expanded process roadmap was announced to establish leadership into the latter part of this decade.