Senior Computer Vision Algorithm Researcher

2 weeks ago

Bengaluru, Karnataka, India Zebra Full time

At Zebra, we are a community of innovators who come together to create new ways of working to make everyday life better. United by curiosity and care, we develop dynamic solutions that anticipate our customer's and partner's needs and solve their challenges.

As a seasoned Computer Vision Developer, you will be entrusted with the design and development of embedded real-time systems and software solutions. Your expertise in computer vision, image and video processing, as well as your knowledge of machine learning techniques related to computer vision, will be vital in achieving our technology goals.

In this role, you will develop and implement prototypes, validate, debug, and optimize system performance, and work to improve the efficiency and functionality of our existing systems. Your strong problem-solving skills, coupled with your ability to collaborate with various stakeholders and work in a team environment, will be key in driving our computer vision projects forward.

We value your proficiency in programming languages such as Python, C++, or Java. Experience with Android and computer vision on Android will be considered a significant advantage.

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 the scrum meetings.
  • Participate in code reviews.
  • Create automated software tests and provide support to trouble shoot software issues when needed.
  • Documentation of 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 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 1 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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