Computer Vision Scientist
23 days ago
Penarth
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. • 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., • 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., • 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. #J-18808-Ljbffr