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ID #41158700
State California
City Sanjose
Job type Permanent
Salary USD Depends on Experience Depends on Experience
Source OSI Engineering, Inc.
Showed 2022-05-19
Date 2022-05-13
Deadline 2022-07-12
Category Architect/engineer/CAD
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Applied Computer Vision Scientist or Research Engineer: Visual Scene Understanding with Global Automotive Company in Bay Area, CA

California, Sanjose, 95101 Sanjose USA

Vacancy expired!

Applied Computer Vision Scientist or Research Engineer: Visual Scene Understanding with Global Automotive Company in Bay Area, CA

Summary:Join an innovative team within a global automotive company that focuses on research and development of computer vision and machine learning algorithms. Move toward the understanding of scenes for next generation intelligent mobility systems, including but not limited to applications in automated driving and robotics. Our ideal candidate will have a more hands on engineering background, using state of the art methods in visual scene understanding to tackle challenging problems in multi-agent interaction modeling, explainable and interpretable behavior prediction, and video caption generation. Work is using a camera to understand what’s going understand in the robotic or traffic scenes. Predicting events in the future or understanding the relations between agents in the scene, agents interacting with each other, etc. Behavior prediction and video caption generation. Prefer a candidate more on engineering than research side.

Responsibilities:
  • Research and development of video-based computer vision algorithms that enable interpretation and understanding of complex traffic scenes involving high degree of interaction between road users and the environment for various driving assistance technologies.
  • Support creation of benchmark datasets for training and evaluation of algorithms, including experiment design, sensor calibration, managing data collection, creating data annotation guidelines, and managing annotation work with outside vendors.
  • Design, development, and integration of software systems and architectures necessary to realize research prototypes.
  • Develop and evaluate metrics to verify reliability of proposed algorithms.
  • Contribute to a portfolio of patents, academic publications, and prototypes to demonstrate research value.
  • Should be very good software architect/ developer to create prototypes and evaluate metrics to verify reliability or proposed algorithms.
  • Support the scientists in creating the publications/ patents/ prototypes.
  • Prefer more research engineering skills but with knowledge and background in the field to read papers/ articles and implement them

Required Skillset:
  • Strong familiarity with machine learning techniques pertaining to visual scene understanding.
  • Familiarity with scene modeling and interpretation using spatiotemporal graphs, scene graphs, graph convolution networks, or similar graphical modeling techniques.
  • Experience in open-source Deep Learning frameworks such as TensorFlow or Pytorch.
  • Highly proficient in software engineering using C and Python.
  • Excellent software architect or developer background creating prototypes.
  • Strong written and oral communication skills including development and delivery of presentations, proposals, and technical documents.
  • M.S. in computer science, electrical engineering, or related field.

Bonus:
  • Hands-on experience in handling multi-modal sensor data.
  • Strong publication record in computer vision or machine learning.
  • Ph.D. in computer science, electrical engineering, or related field.

Location: San Jose, CA

Type: Direct hire Submit resumes to

Vacancy expired!

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