[ref. d10958922] AI Scientist

Job description

1. Job Title: Computer Vision / Deep Learning Scientist / Machine Learning Engineer
2. Job summary

• Role: Scientist or Engineer
• Seniority Level: Mid-Senior
• Employment Type: Full-time
• Location: Hybrid (remote / on-site)

1. Key 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, including few-shot, zero-shot, active learning, and continuous learning, to enable adaptable AI solutions that address varied and evolving user needs.
• 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.

1. Minimum 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.

1. Preferred skills

• Advanced Degree in Related Field: MS or Ph.D. in Computer Vision, Machine Learning, or a related discipline.
• Deep Learning Model Training and Tuning: Experience in training and fine-tuning deep learning models, including CNNs and custom architectures, for real-world applications.

TO APPLY:

If you have the skills and experience required for this position, please forward your application to:

E-mail: michael.cohen@qii.ai

Include:

• Resume
• Portfolio: Include relevant examples, such as publications, project videos, or software contributions

Posted 2024-11-04