Advanced Computer Vision and Deep Learning Engineer

2 days ago

Old Toronto, Canada Qii Full time

Qii is a cutting-edge technology company that seeks a skilled Advanced Computer Vision and Deep Learning Engineer to join our team. Estimated salary for this position is $140,000-$170,000 per year.

Job Description

We are looking for an innovative engineer to develop cloud-based applications that advance the future of AI-powered asset inspections. This role involves designing and optimizing deep learning workflows, including few-shot, zero-shot, active learning, and continuous learning, to enable adaptable AI solutions that address varied and evolving user needs.

Main Responsibilities:

  • Develop advanced vision and learning models: Build state-of-the-art models in computer vision, specializing in instance detection, segmentation, multi-modal data alignment, and localization with a strong focus on LLM-Vision (vision-language models) applications.
  • Implement adaptive learning pipelines: Design and optimize cloud-based deep learning workflows to enable adaptable AI solutions.
  • Enhance photogrammetric and 3D capabilities: Advance the quality and accuracy of photogrammetric mapping, including 3D point cloud, mesh modeling, and spatial analysis for high-precision asset inspections.
  • Drive change detection and anomaly detection solutions: Develop robust techniques for multi-temporal change detection, point-to-point registration, and anomaly detection to deliver actionable insights.
  • Optimize and scale deployments: Improve the scalability, efficiency, and robustness of deployed models, refining machine learning architectures to meet performance and reliability standards in cloud environments.
  • Quantify and validate solutions: Conduct rigorous testing and validation, analyzing algorithmic performance to ensure that models meet performance and accuracy benchmarks.
  • Support technical excellence: Provide prompt support for technical challenges, collaborating cross-functionally to ensure smooth deployment and optimal system performance.
  • Document and communicate technical insights: Prepare comprehensive technical documentation and effectively communicate findings with team members and stakeholders.

Required Skills and Qualifications:

  • Proven expertise in computer vision and machine learning: Strong foundation in computer vision and machine learning, with practical experience developing and deploying complex AI models.
  • Hands-on programming skills: 3+ years of programming experience in Python and/or C++, with demonstrated proficiency in using machine learning libraries such as PyTorch, TensorFlow, and OpenCV.
  • Experience with 3D data processing: Knowledge of tools like PCL (Point Cloud Library) and proficiency in handling 3D data structures for asset inspection and analysis.
  • Strong communication and collaboration skills: Ability to present complex concepts clearly and work effectively in a collaborative, interdisciplinary team environment.

Benefits:

  • Competitive salary range ($140,000-$170,000)
  • Opportunities for professional growth and development
  • A dynamic and innovative work environment
  • A chance to work on cutting-edge projects and technologies

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