Apply Now    
Job ID: JR0117458
Job Category: Engineering Support
Primary Location: Santa Clara, CA US
Other Locations:
Job Type: Experienced Hire

Neuromorphic Algorithms Researcher

Job Description
  • Intel Labs is seeking leading computational researchers to pioneer a new class of algorithms targeted for our neuromorphic processors under development.

Our goal is to exploit neuromorphic and related non Von Neumann architectures to solve real-world problems with orders of magnitude gains versus best known conventional solutions. We are exploring a wide range of neuro-inspired computational domains spanning neural network pattern matching, online and on-chip learning of all forms, probabilistic inference, sparse coding, function approximation, and dynamic control algorithms. We have a similarly broad application space in mind including vision, autonomous vehicles, robotics, scientific computing, and data analytics.


As an algorithms researcher in our Neuromorphic Computing Lab, you will be responsible for developing practically useful algorithms by drawing from state-of-the-art computational neuroscience and machine learning understanding.

This work will often involve collaboration with Intel's external academic and industry partners with hands-on work spanning high-level modeling to bare-metal programming.

A strong understanding of conventional computing architectures, algorithms, and machine learning will be very important for success.

  • el Labs is seeking leading computational researchers to pioneer a new class of algorithms targeted for our neuromorphic processors under development.

Our goal is to exploit neuromorphic and related non Von Neumann architectures to solve real-world problems with orders of magnitude gains versus best known conventional solutions. We are exploring a wide range of neuro-inspired computational domains spanning neural network pattern matching, online and on-chip learning of all forms, probabilistic inference, sparse coding, function approximation, and dynamic control algorithms. We have a similarly broad application space in mind including vision, autonomous vehicles, robotics, scientific computing, and data analytics.


As an algorithms researcher in our Neuromorphic Computing Lab, you will be responsible for developing practically useful algorithms by drawing from state-of-the-art computational neuroscience and machine learning understanding.

This work will often involve collaboration with Intel's external academic and industry partners with hands-on work spanning high-level modeling to bare-metal programming.

A strong understanding of conventional computing architectures, algorithms, and machine learning will be very important for success.


Qualifications

  • Ph.D. in Computational Neuroscience, Computer Science, Electrical/Computer Engineering, or a related field.
  • 2+ years of post-grad industry or academic work experience.
  • 2+ years of experience modeling spiking neural networks.
  • 5+ years of experience in Python, Matlab, and OOP languages.

Preferred qualifications

  • Working knowledge of deep learning and/or other machine learning methods.
  • Publication record that demonstrates a history of creative algorithmic innovation.
  • Strong grasp of computational fundamentals, computer architecture, and dynamical systems.

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.



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....

USExperienced HireJR0117458
Apply Now    

What would you like to do now?

Connect with Us

Get Job Alerts

Get started
Student Center

Find out more about working at Intel

Learn more
Hiring Process

Hiring Process

Learn more

Grow your network of opportunities