Mirrai Careers

Computer Vision Scientist

Aicadium

Singapore, Singapore, Singapore Full-time Posted 30+ days ago
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Aicadium is searching for a CV Scientist who is passionate about AI & Machine Learning in the computer vision space, to join our team and help lead Aicadium into new growth areas. We seek high-energy team members with a positive attitude and a continual drive to learn and grow both professionally and personally. Responsibilities * Leverage hands-on experience in modeling to use, improve, fine-tune, and customise computer vision (CV) models, spanning both deep learning approaches (e.g. object detection, tracking, segmentation, visual embeddings) and classical techniques (e.g. multi-view geometry, camera calibration, feature extraction and matching). * Design and implement geometric vision solutions where deep learning alone is insufficient — including 3D reconstruction, pose estimation, stereo vision, and structure-from-motion. * Assess the effectiveness and accuracy of new data sources and data-gathering techniques. Apply expertise in working with images, video, 3D data, and sensor fusion for custom ML solutions. * Stay up-to-date with the latest advancements and SOTA in computer vision. * Enable new capabilities for Aicadium products and tools in the industrial computer vision (ICV) ML domain. * Collaborate with cross-functional teams to develop innovative solutions. * Address unsolved problems in ICV. Required skills and experience * Strong foundation in classical computer vision, including multi-view geometry, camera models and calibration, epipolar geometry, and image processing fundamentals. * Hands-on experience with deep learning for CV, including object detection, object tracking, semantic/instance segmentation, and the use of visual embeddings for retrieval or matching tasks. * Experience in data curation, model training, and customisation for solving real-world CV challenges. * Proven experience building, optimizing, and deploying scalable, production-grade computer vision pipelines. * Excellent proficiency in Python for CV and ML, and familiarity with common frameworks and libraries (e.g. PyTorch, OpenCV). * 3+ years of full-time experience in CV and ML. * Strong analytical and practical problem-solving skills. * Excellent teamwork spirit and written and verbal communication skills. * A drive to learn and master new technologies and techniques. * Ability to work independently and with team members from different backgrounds. * M.Sc. or Ph.D. in STEM+ area. * Applicants must already have the legal right to work in Singapore. We are unable to provide work pass sponsorship for this position. Good to have * Experience with multimodal models and vision-language modeling. * Exposure to VR/AR applications or multimodal data pipelines. * Familiarity with SLAM, visual odometry, or real-time 3D perception systems. * Strong work and publication record in the CV/ML domain.

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