Computer Vision / Machine Learning Engineer

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Requirements:

• Deep expertise and extensive hands-on experience with modern machine learning techniques in the field of computer vision.
• Rapid iteration and experimentation skills, with the ability to quickly evaluate ideas and test their fit to product needs.
• Strong skills in working with research literature and reviewing scientific papers efficiently.
• Good knowledge of Python and PyTorch.
• Strong communication skills in fluent English.
• Comfortable working across multiple time zones and cultures.

Responsibilities:

• Review research papers and experiment with state-of-the-art approaches in the field of 3D scene understanding and Scan-to-CAD conversion.
• Develop new algorithms and train neural networks to solve the Scan-to-CAD conversion problem both end-to-end and in parts.
• Collaborate closely with various teams to improve the efficiency of manual Scan-to-CAD conversion and integrate developed CV/ML solutions into the production pipeline.
• Improve the ML infrastructure by setting up efficient data pipelines and automating training and deployment processes.