4 days old

Machine Learning and Physical Design Research Scientist (Remote)

Intel
San Diego, CA 92101 Work Remotely
  • Job Code
    JR0207132
Job Description

Supports software development and engineering of new artificial intelligence, machine learning, and deep learning products and technologies for the enterprise through research, leading to new or improved software products. Researches technological trends and advancements, recommending strategic product enhancements to ensure product relevancy and support revenue growth. Collaborates with industry and academies, participates in industry standard definition, collaborates with product managers and technical groups to address important customer issues, and finds innovative solutions to difficult problems for midterm or long term time frames. May research to define boundaries, create proof of concepts, or prototype new ideas.

 

This is an entry level position and will be compensated accordingly.


Qualifications

You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates. Experience could be obtained through a combination of prior education level classes, and current level school classes, projects, research, and relevant previous job and/or internship experience.

Minimum Qualifications:

The candidate must possess a Master's degree or PhD degree in Computer Science, Electrical Engineering or related fields

 

1+ years of experience in below areas:

  • Demonstrable experience designing and training deep learning, reinforcement learning and other machine learning techniques
  • Demonstrable experience with DL, ML frameworks like PyTorch and Tensorflow
  • Familiarity with VLSI design fundamentals such as circuit design, physical design, and HDL languages like Verilog

     

Preferred Qualifications:

  • Original contributions to machine learning in the form of peer-reviewed publications at top-tier conferences or journals
  • Domain expertise in physical design - e.g., synthesis, floor-planning, placement, static timing methodology
  • Industry standard EDA tools or open-source tools such as OpenROAD
  • Machine Learning techniques like Deep Reinforcement Learning to problems in physical or circuit design
  • Deploying, running and using distributed systems for Deep Reinforcement Learning

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.



Other Locations

US, California, Santa Clara;Virtual US and Canada


Intel strongly encourages employees to be vaccinated against COVID-19. Intel aligns to federal, state, and local laws and as a contractor to the U.S. Government is subject to government mandates that may be issued. Intel policies for COVID-19 including guidance about testing and vaccination are subject to change over time.



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.

Annual Salary Range for jobs which could be performed in US, Colorado:
$149,020.00-$223,560.00


Benefits:
We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, and benefit programs. Find more information about our Amazing Benefits here

Work Model for this Role

This role is available as fully home-based and generally would require you to attend Intel sites only occasionally based on business need.


Intel is committed to a culture of accessibility.  Intel provides accommodations to applicants and employees with disabilities.  Find information and request accommodation here

Posted: 2022-05-21 Expires: 2022-06-21

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Machine Learning and Physical Design Research Scientist (Remote)

Intel
San Diego, CA 92101

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