Computer Vision Engineer

Doheney Services

Freelance

Lagos, Nigeria Remote

Jan 21

Role

In this role,

The Computer Vision Engineer will work with the research department and have hands-on experience with image processing and machine learning research. You will assist in

  • Algorithm development to control the robot operation according to position, shape, burning, etc. by performing image processing and image recognition using the camera mounted on the robot.
  • Technology development that robot operates stably without being influenced by the robot installation environment.
  • Testing each time in development and improve quality by debugging work.
Responsibility
  • Interact cross-functionally with a wide variety of people and teams. 
  • Work closely with engineers and subject matter experts to identify opportunities and implement improvements to processes using computer vision and machine learning techniques
  • Contribute to the Computer Vision applications research community through publications in peer-reviewed journals and presentations at conferences
  • Be a champion of AI and Machine/Deep Learning by fostering relationships and collaborative opportunities throughout the corporation
  • Solve difficult and non-routine image/signal processing problems while prototyping and building machine learning tools and pipelines.
  • Build and collaborate with high-functioning teams of data scientists, machine learning engineers, and software developers.

Exception handling.

Coding rules.

Source code review.

Automated testing.

Speed optimization.

Multithreading and messaging.

Source code version control.

Knowledge of camera, robot, and coordinate calibration.

Requirements
  • Bachelor's degree/Background in computer science, or relevant field and a strong interest in Robotics.
  • An engineering graduate with a minimum of 2 years of a research lab or practical work experience in Robotics, Computer Vision, Machine Learning, or a related field
  • Demonstrated experience working with research or development teams.
  • Experience using novel computer vision, artificial intelligence, and machine learning algorithms in research projects which tackled real-world problems
  • Very knowledgeable about image processing, preprocessing techniques, such as noise removal and edge detection, and well versed with statistical machine learning, AI, and 3D geometry, feature matching, and pose estimation
  • Minimum 3 years of experience in the field of computer vision.
  • Experience with 2D/3D (2.5D) images.
  • Experience with Linux
  • Experience with multiple machine learning algorithms.
  • Experience with rigid object recognition and tracking.
  • Object-oriented Programming experience and familiarity with Python and C++.
  • Mathematical skills including Matrix algebra, good algorithm skills, differential calculus, and optimization.
  • Working knowledge of preparing a visual representation of research.

To excel in this role, you should be a strong problem-solver and communicator, self-motivated, resourceful, detail-oriented, and comfortable with Agile/DevOps practices.


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