Perception Engineer 2551 views15 applications

Job Expired

Job Description

W Company Silicon Valley team is looking for a senior Perception engineer to implement the next generation automotive vision and machine learning algorithms.

Responsibilities:

  • Participate in cutting edge research in computer vision.
  • Develop novel real-time 3D scene reconstruction techniques and delivering accurate visual odometry systems.
  • Apply machine learning to computer vision problems.
  • Research and prototype techniques and algorithms for object detection and recognition.
  • Develop robust software for integrating multiple source of sensors and tracking systems.
  • Prototype hardware and software solutions for tracking, detection and modeling.
  • Perform research that enables modeling and tracking the human body
  • Human body modeling, actively recognition, tracking

Job Requirements

  • BS/MS/PhD degree in a relevant field of study (e.g., Computer Science, Computer Engineering)
  • Solid programming skills in C++
  • Experience with Deep Learning
  • Deep understanding of automotive camera sensor technologies, interfaces, data formats
  • Knowledge of object tracking and data association, sensor fusion, estimation, scene recognition
  • Generation and tracking of key performance indicators and regression testing
  • Experience working on robotic and/or automotive electronics hardware is a plus

Preferred to have:

  • Previous experience in developing automotive vision a plus (lane tracking, vehicle detection and tracking, traffic light/sign detection, ground plane estimation)
  • Experience with existing ADAS technologies such as adaptive cruise control, automatic emergency braking, and lane keeping
  • Understanding of ADAS sensors such as radar, camera, ultrasonic, and lidar, including the measurement and data-reduction, target identification and environmental synthesis, and sensor fusion
  • Previous use or contributions to open source computer vision libraries, such as OpenCV
  • Previous use of machine learning frameworks such as Caffe and TensorFlow
  • Skilled knowledge with parallel programming in CUDA or OpenCL
  • Experience in dealing with large scale of data, data storage/management/processing

Employee benefits

  • Premium Medical, Dental and Vision Plan
  • Free Daily Breakfast, Lunch and Dinner
  • Paid vacations and holidays
  • Phone reimbursement
  • Gym reimbursement

How To Apply

Please send your resume to hanyi.zhang@ocbang.com

Please login with Candidate account to view more fields.
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