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Job ID: JR0122940
Job Category: Intern/Student
Primary Location: Santa Clara, CA US
Other Locations:
Job Type: Intern

Graduate Research Intern - Deep Learning, Radar Perception

Job Description

The Sensing System Lab in Intel Labs is innovating in the next generation sensing, perception and control solutions for autonomous systems that are used in vehicles, industrial robotics as well as consumer devices. In this position, you will research & develop new, state-of-the-art deep learning algorithms and implement them on Radar, wireless sensing, and signal processing systems in simulation environments as well as practical implementations on various computing platforms. Requires knowledge and research experience on Deep Learning and Radar principles.

Opportunity to work on state-of-the-art technologies alongside experts in the fields of deep learning and simulation.

You will be working on:

  • Developing deep learning models that apply to advanced signal processing and perception concepts in automotive radar systems.
  • Develop a scalable toolchain to generate a labeled dataset from simulated and field-collected data for training deep learning-based perception and control algorithms.
  • Modeling the urban driving scenarios from internal and external datasets and develop the appropriate simulation pipeline and sensor models.


Qualifications

Minimal Qualifications:

  • +1 year Ph.D. graduate student study in Computer Science, Computer Engineering, Electrical Engineering or Physics.
  • +1 year Strong fundamentals in deep learning, with relevant academic work (or) strong background in computer vision/machine perception.
  • +1 year Experience with 3D/4D perception sensors such as radar, LIDAR and/or depth cameras
  • +1 year Experience on the curation of automotive radar dataset and techniques including radar data interpretation, outlier analysis & removal, radar data labeling, etc.
  • +1 year Strong programming skills in Python/Matlab/C++.



Preferred Qualifications:

  • Experience with Deep Learning frameworks, API services and libraries such as Tensorflow, Keras, PyTorch, OpenCV, -OpenCL is a great plus-, etc.
  • Solid communication skills: Demonstrated ability to explain complex technical issues to both technical and non-technical audiences.
  • Understanding the basics of signal processing principles in Radar system.

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....

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