Language and Vision Computer Vision Scientist in San Jose, CA

Language and Vision Computer Vision Scientist in San Jose, CA

22 Sep 2024
California, Sanjose, 95101 Sanjose USA

Language and Vision Computer Vision Scientist in San Jose, CA

Vacancy expired!

Summary:
This incredible permanent opportunity will focus on research problems that are at the intersection of vision and language for next-generation mobility systems. In particular, the work involves research and development of computer vision and machine learning algorithms toward visual scene understanding and linking the visual information to natural language for applications involving video captioning, vision-language navigation (VLN), and visual dialog.

Key Responsibilities:
  • Conduct research and development on problems at the intersection of vision and language. The scenes are acquired from a mobile platform and involve a high degree of interaction between agents in the scene and the environment
  • Design, develop, and integrate software systems and architectures necessary to realize research prototypes
  • Develop and evaluate metrics to verify the reliability of proposed algorithms
  • Participate in data collection, sensor calibration, and data processing
  • Participate in ideation, creation, and evaluation of related technologies in various domains including traffic scenes and indoor robotics
  • Contribute to a portfolio of patents, academic publications, and prototypes to demonstrate research value

Requirements:
  • Strong familiarity with machine learning techniques at the intersection of vision and language
  • Familiarity with scene modeling and interpretation using spatiotemporal graphs, scene graphs, graph convolution networks, or similar graphical modeling techniques
  • Familiarity with automatic generation of natural language descriptions from images and videos and/or familiarity with visual question answering/visual dialog research domain preferred
  • Experience in open-source Deep Learning frameworks such as TensorFlow or Pytorch preferred
  • Highly proficient in software engineering using C and Python
  • Hands-on experience in handling multi-modal sensor data preferred
  • Strong written and oral communication skills including development and delivery of presentations, proposals, and technical documents
  • Strong publication record in computer vision or machine learning
  • Ph.D. or M.S. in computer science, electrical engineering, or related field


Location: San Jose, CA

Type: Direct Hire

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Job Details

  • ID
    JC20069889
  • State
  • City
  • Job type
    Permanent
  • Salary
    Depends on Experience
  • Hiring Company
    OSI Engineering, Inc.
  • Date
    2021-09-21
  • Deadline
    2021-11-19
  • Category

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