Computer Vision Algorithm Researcher, Senior

1 month ago


Bengaluru, Karnataka, India Zebra Full time
Overview

Zebra Technologies is a community of innovators dedicated to creating new ways of working to make everyday life better. We develop dynamic solutions that anticipate our customers' and partners' needs and solve their challenges.

Job Summary

We are seeking a seasoned Computer Vision Developer with a strong background in implementing and optimizing computer vision algorithms. This role is instrumental in solving complex, real-world problems by creating cutting-edge computer vision solutions within our dynamic team.

Responsibilities
  • Develop, implement, and optimize computer vision algorithms and prototypes to solve complex problems.
  • Work closely with the team to integrate algorithms into high-performance, real-time applications.
  • Design and develop software and embedded real-time systems for innovative and creative computer vision solutions.
  • Collaborate with other team members to ensure the interoperability of system components.
  • Experiment with new models and techniques to create innovative solutions to business problems.
  • Validate, debug, and optimize system performance.
  • Provide expertise and guidance to the team on the latest in computer vision research and technology.
  • Improve the efficiency and functionality of existing systems.
  • Coordinate with geographically spread-out teams.
  • Active participation in scrum meetings.
  • Participate in code reviews.
  • Create automated software tests and provide support to troubleshoot software issues when needed.
  • Document software architecture.
Qualifications
  • A minimum of 7-10 years of proven experience in computer vision, image and video processing, or related field.
  • Proficiency in programming languages such as Python, C, C++11 and above programming skills. Java would be an added advantage.
  • Bachelor's in computer engineering/computer science (preferably with specialization in computer vision and machine learning).
  • Strong knowledge of machine learning and deep learning techniques related to computer vision.
  • Understanding of computer vision; key areas of interest include at least one of the following: object detection, tracking and recognition, multiple view geometry, OCR detection, camera calibrations, 3D data processing, SfM/SLAM, activity recognition.
  • Experience with Android and computer vision on Android is a significant advantage.
  • Familiarity with computer vision libraries (like OpenCV) and machine learning frameworks (such as TensorFlow, PyTorch).
  • Parallelized & vectorized computation.
  • Strong problem-solving skills with an emphasis on product development.
  • Excellent understanding of software design and programming principles.
  • A team player with excellent communication skills.
  • Familiarity with Agile development methodologies is a plus.


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