Foundational AI Research Scientist
Job Description
Intel AI Lab is a research organization pursuing fundamental and applied research in Machine Learning. The problems we solve span computer vision, efficient ML architectures, chip design, computational chemistry and more.
As a Research Scientist in Intel AI Lab, you will develop machine learning and optimization techniques to solve problems impacting semiconductor design and manufacturing. You will publish your findings, establish benchmarks, build open-source tools, and facilitate technology transfers.
In this role, examples of your responsibilities are:
- Develop foundational machine learning capabilities for diverse applications.
- Develop machine learning techniques to accelerate optimization problems.
- Impact semiconductor design and manufacturing through research.
- Publish results in top-tier conferences and journals.
- Establish new industrial and academic benchmarks.
- Build open-source tools and facilitate technology transfers.
- Collaborate with teams to integrate research into commercial design flows.
Qualifications
You must possess the below minimum education requirements and minimum required qualifications to be initially considered for this position. Relevant experience can be obtained through schoolwork, classes, project work, internships, and/or military experience. Additional preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.
Minimum Qualifications:
- PHD with 1+ years of research experience in Electrical Engineering, Computer Science, Information Systems, or STEM-related field.
- 1+ years of experience and solid background in modern machine learning architectures: Transformers, Graph Neural Networks, Diffusion models, etc.
- 1+ years of experience and solid coding skills in Python and C++.
- 1+ years of experience and solid experience with machine learning frameworks like PyTorch.
- At least 1 first-author publication in top machine learning conferences like Neurips, ICML, ICLR etc.
Preferred Qualifications:
- Prior work on deep learning on graphs (e.g., general graphs, circuit graphs, molecular graphs, or trees).
- Familiarity with classical search and optimization techniques like Genetic Algorithms, Monte-Carlo Tree Search, Djikstra’s Algorithm, etc.
- Experience with EDA tools, either commercial or open-source
- Publications in top-tier venues in AI for chip design or AI for materials science
Inside this Business Group
Enable amazing computing experiences with Intel Software continues to shape the way people think about computing – across CPU, GPU, and FPGA architectures. Get your hands on new technology and collaborate with some of the smartest people in the business. Our developers and software engineers work in all software layers, across multiple operating systems and platforms to enable cutting-edge solutions. Ready to solve some of the most complex software challenges? Explore an impactful and innovative career in Software.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.Annual Salary Range for jobs which could be performed in the US $162,082.00-$243,222.00
*Salary range dependent on a number of factors including location and experience
Working Model
This role is available as a fully home-based and generally would require you to attend Intel sites only occasionally based on business need. This role may also be available as 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.Posting End Date
The application window for this job posting is expected to end by 01/20/2025
Maggie Offensive Security Researcher
Zawsze chciałam robić coś, co będzie zmieniać świat — w firmie Intel czuję się doceniona i nabrałam większej pewności siebie. Czuję, że jestem w stanie robić wspaniałe rzeczy.
- SoC Design Engineer: ISCP SOC Front-End Design Team Malezja Aplikuj teraz
- Staff SoC Design Verification Engineer: ISCP SOC Front-End Design Team Malezja Aplikuj teraz
- Quality System Engineer Dalian, Chiny Aplikuj teraz
Nie masz jeszcze zapisanych ofert pracy.
Zobacz wszystkie oferty pracyDołącz do naszej Społeczności Talentów
Bądź pierwszą osobą, która dowie się o tym, co dzieje się w Intelu! Zapisz się, by otrzymywać najnowsze wiadomości i aktualizacje.
-
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.