Research Scientist AI/ML - Deep Learning, Radar Perception

Intel
Santa Clara, CA 95050
  • Job Code
    JR0186620
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 and develop new, state-of-the-art deep learning algorithms for radar-based perception and optimize them for compute-efficient implementations. Requires knowledge and research experience on Deep Learning and 3D / 4D volumetric dynamic dataset.

You will be working on:

  • Design, implementation, training, and optimization of deep learning models for radar 3D / 4D datasets

  • Develop scalable toolchain to handle labeled dataset from simulated and field collected data for training deep learning-based perception and control algorithms

Behavioral traits that we are looking for:

  • Solid verbal and written communication skills

  • Explain complex technical issues to both technical and non-technical audiences

  • Collaborate with other teams in Intel labs and work both independently and in a diverse team environment

This is an entry level position and compensation will be given 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 would 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.

Minimal Qualifications:

The candidate must possess a Ph.D. degree in Computer Science, Computer Engineering, Electrical Engineering or Physics.  Must have the required degree or expect the required degree by October 2022.

6+ months experience in below areas:

  • Deep learning, with relevant academic work (or) strong background in computer vision, machine perception, robotics vision etc.

  • Deep Learning frameworks, API services and libraries such as PyTorch, Tensorflow, Keras, OpenCV, etc.

  • 3D / 4D object detection, instance/semantic segmentation, image reconstruction, object tracking and prediction, particularly with radar, LIDAR and/or depth cameras (RGB-D) data

  • Programming skills in Python/Matlab/C++.

Preferred Qualifications:

  • Understanding basics of signal processing principles in radar systems, autonomous vehicle and robotics

  • Experience in OpenCL is a plus.

  • Experience with software / hardware system architecture design, co-optimization, distributed training on cloud platform

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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Research Scientist AI/ML - Deep Learning, Radar Perception

Intel
Santa Clara, CA 95050

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