Neuromorphic Algorithms Researcher

Intel
Santa Clara, CA 95050
  • Job Code
    JR0194572
Job Description

Join Intel-and build a better tomorrow. Intel is in the midst of an exciting transformation, with a vision to create and extend computing technology to connect and enrich the lives of every person on Earth. Join us and help us create the next generation of technologies that will shape the future for decades to come.
 

About the organization:
Intel's Neuromorphic Computing Lab is pioneering a new domain of brain-inspired computer architecture defined by large parallel collections of neural processing units operating as sparsely active event-driven nonlinear dynamical systems. This technology promises orders of magnitude gains in efficiency and speed compared to conventional architectures for a large class of emerging intelligent computing workloads. While neuromorphic hardware architecture and algorithms have progressed rapidly over the past few years, the development of professional neuromorphic software tools, methods, and frameworks is still at a nascent stage.

 

About the role:

  • Works as an individual contributor to design, develop, execute and implement scientific research projects to fuel Intel's growth in the areas of computing, communication, technology and manufacturing and new business opportunities.

  • Develops machine learning algorithms, such as supervised and unsupervised learning, deep learning, reinforcement learning, Bayesian analysis, as well as neuromorphic and brain inspired methods to solve applied problems in various disciplines such as Cognitive Computing, Computer Vision, Audio, Natural Language Processing, Robotics, etc.

  • Investigates the feasibility of applying scientific principles and concepts to potential inventions and products typically 5+ years prior to landing on a product roadmap.

  • Plans and executes laboratory research.

  • Maintains substantial knowledge of stateoftheart principles and theories and contributes to scientific literature and conferences.

  • May participate in development of intellectual property.

  • May coordinate interdepartmental activities and research efforts with universities.


Qualifications

You must possess the minimum qualifications to be initially considered for this position.

Minimum Qualifications:

  • The candidate must possess a PhD degree in Computational Neuroscience, Computer Science, Electrical & Computer Engineering, or a related field.

  • 3+ years of experience in Python, Matlab, and OOP languages.

  • 3+ years of experience in Modeling spiking neural networks.

  • 1+ year of experience in developing algorithms in the domain of vector symbolic architectures or hyperdimensional computing.

  • Publication record that demonstrates a history of creative algorithmic innovation.

Inside this Business Group

Intel Labs is the company's world-class, industry leading research organization, responsible for driving Intel's technology pipeline and creating new opportunities. The mission of Intel Labs is to deliver breakthrough technologies to fuel Intel's growth. This includes identifying and exploring compelling new technologies and high risk opportunities ahead of business unit investment and demonstrating first-to-market technologies and innovative new usages for computing technology. Intel Labs engages the leading thinkers in academia and industry in addition to partnering closely with Intel business units.


Intel Corporation will require all new U.S. employees to be fully-vaccinated for Covid-19 as a condition of hire unless they have an approved accommodation in place under applicable law. Newly-hired employees will be required to provide proof of vaccination prior to their start date.



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.

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Neuromorphic Algorithms Researcher

Intel
Santa Clara, CA 95050

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